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Structural Analogies Between Psychodynamic Attractor States and the Attractor Framework
Robert Galida
Independent Researcher
June 2026
fantasyattractor.com
Abstract
The attractor framework proposes that persistence under perturbation is a fundamental marker of reality, using corrective permeability (κ) to distinguish reality‑aligned from fantasy attractors. A recent clinical article by James Tobin (2026) describes psychological suffering as organized around recurring “attractor states”—stable patterns of emotional organization that resist insight, are embodied, and function as attempts at stability. This paper offers a post‑hoc mapping between Tobin’s observations and the attractor framework. The parallels are structural analogies, not independent clinical corroboration. Both perspectives draw on a shared dynamical‑systems vocabulary, and the mapping is offered as evidence of cross‑disciplinary convergence rather than validation. The paper explicitly addresses the limitations of a self‑published framework based on N=1 self‑engineering, and specifies conditions under which the mapping would be disconfirmed.
1. Introduction: A Shared Vocabulary, Not Confirmation
The attractor framework (Galida, 2026a) is a naturalistic ontology developed independently through philosophical inquiry, systems theory, and N=1 self‑engineering experiments. Its central diagnostic concepts are corrective permeability (κ) and the distinction between reality‑aligned and fantasy attractors. The framework is self‑published and has not undergone independent peer review.
In May 2026, clinical psychologist James Tobin published “The Psychology of ‘Attractor States'” on his professional website. Tobin draws on psychodynamic theory, attachment research, affective neuroscience, and dynamical systems theory to describe how emotional suffering becomes organized around recurring states that resist change. His article does not cite the attractor framework.
This paper identifies structural parallels between Tobin’s account and the framework. It does not claim that Tobin’s clinical observations independently corroborate the framework. Both Tobin and the framework explicitly draw on dynamical systems theory, and the shared vocabulary of “attractors,” “basins,” and “perturbation” reflects this common intellectual lineage. The mapping is a post‑hoc exercise in identifying convergent themes across disciplines.
2. Tobin’s Psychodynamic Attractor States
Tobin’s article describes several features of emotional suffering that will be familiar to readers of dynamical systems literature:
2.1 Attractor States as Recurring Configurations. Tobin describes an attractor not as a single behavior or belief but as a recurring configuration toward which the emotional system gravitates—an entire organization of feeling, bodily expectation, attention, memory, and relational anticipation that emerges repeatedly under similar conditions.
2.2 Persistence Despite Insight. A central clinical puzzle for Tobin is that patients often understand their patterns intellectually, sometimes with considerable sophistication, yet the old emotional organization returns with force when certain emotional conditions arise. Insight alone rarely dislodges these deeply embedded patterns.
2.3 Embodiment and Automaticity. Tobin emphasizes that these patterns are not merely cognitive. They become woven into bodily readiness, autonomic regulation, procedural memory, emotional timing, and unconscious relational expectation—the body learns what to anticipate long before conscious reflection arrives.
2.4 Symptoms as Emotional Solutions. Tobin argues that many symptoms are not random pathology but tragic attempts at psychological stability. They persist, despite their cost, because they have served to preserve some continuity of self under conditions that once felt emotionally overwhelming.
2.5 Destabilization and the Fear of Change. When old attractors begin to loosen, patients experience a vulnerable intermediate state. They are no longer fully stabilized by the older organization, yet have not developed sufficient trust in newer ways of experiencing themselves. The temptation to retreat to the familiar attractor is strong.
2.6 The Goal of Therapy: Expanded Flexibility. Tobin’s vision of psychological health is not the elimination of suffering but the gradual expansion of flexibility and reflective space within the personality—the capacity to move among emotional states without being trapped by any one of them.
3. Structural Parallels with the Attractor Framework
3.1 Attractor States as Basins. Tobin’s recurring emotional configuration toward which the system gravitates is structurally identical to the framework’s concept of a basin. Both describe a stable state the system returns to automatically.
3.2 Insight Failure as Low Corrective Permeability. The framework defines a fantasy attractor as a system with low κ that resists updating. Tobin’s observation—that insight alone rarely dislodges deeply embodied patterns—maps onto this. The cognitive insight is a perturbation that fails to land because the attractor is embedded in non‑cognitive systems.
A note on circularity. If κ is measured by flexibility outcomes, and flexibility is what κ is claimed to predict, the mapping is circular. An operationally independent measure of κ—for example, response latency to belief‑updating tasks, physiological perturbation recovery rates, or other proxies not identical with therapeutic outcome—would be required to break this circularity. No such measure has yet been validated. The current mapping relies on functional analogy, not independent measurement.
3.3 Symptoms as Stability Attempts: A Conceptual Distinction. Tobin claims symptoms persist because they function to maintain stability (a teleofunctional claim). The framework claims persistence under perturbation is the mark of the real (an ontological criterion). The two claims overlap—both describe systems that resist perturbation—but they are not identical. A symptom could persist for functional reasons without that persistence carrying ontological significance. The mapping here is of practical convergence, not logical identity. Whether the framework’s ontological claim can be grounded in or distinguished from teleofunctional accounts of persistence is a question for future theoretical work.
3.4 Destabilization as Basin Transition. The vulnerable intermediate state between old and new attractors is a phase transition between basins—a prediction the framework makes about any dissipative system under perturbation.
3.5 Therapeutic Flexibility as High Corrective Permeability. Tobin’s vision of health—flexibility, the capacity to experience states without being organized by them—is high κ. A reality‑aligned attractor absorbs perturbation and updates rather than sealing.
4. Independence, Shared Lineage, and the Limits of Convergence
Tobin and the framework draw on overlapping intellectual traditions. Tobin cites Lewis (2000) and Thelen & Smith (1994) from dynamical systems psychology; the framework draws on Ruelle, Prigogine, and the neuroscience of reward. The shared vocabulary (“attractor,” “basin”) reflects this common upstream source, not independent discovery.
The convergence is therefore weaker than it would be between genuinely independent methods. Both parties applied dynamical systems concepts to their respective domains. The fact that they arrived at similar structural descriptions is interesting but expected: the vocabulary constrains the output. This paper does not overinterpret that convergence.
5. Addressing the N=1 Foundation
The attractor framework was developed partly through N=1 self‑engineering experiments. This methodology introduces specific risks: motivated reasoning, experimenter‑subject confound, and non‑transferability. A single‑subject design cannot distinguish between genuinely generalizable dynamics and idiosyncratic personal response.
Disclosure of these risks is not mitigation. The framework’s claims remain untested by independent, blinded, or large‑N studies. The clinical parallels described here are suggestive but cannot substitute for such testing. Readers should weigh the framework’s claims accordingly.
6. Falsifiability: What Would Disconfirm This Mapping?
A framework that diagnoses sealed attractors must specify its own disconfirmation conditions. For the present mapping, the following observations would weaken or invalidate the analogies drawn:
- Disconfirming clinical observation: A well‑controlled study showing that therapeutic flexibility (the capacity to move among emotional states) is uncorrelated with measures of belief‑updating or perturbation recovery would break the link between Tobin’s flexibility and κ. Currently, no standardized instruments exist to perform this test. The condition is stated in principle; its operationalization requires measurement development beyond the scope of this paper.
- Disconfirming dynamical finding: Evidence that the attractor‑like patterns Tobin describes are not truly self‑reinforcing but are maintained entirely by external environmental contingencies, with no internal basin structure, would undermine the “basin” analogy. Distinguishing internal basin dynamics from environmental maintenance is a hard empirical problem in dynamical systems psychology, and the tools to resolve it are not yet standardized.
- Superior alternative framework: If a competing model explains Tobin’s clinical observations equally well without requiring the attractor framework’s ontological commitments, parsimony favors the simpler account. Acceptance and Commitment Therapy’s psychological flexibility model, for instance, predicts that cognitive fusion and experiential avoidance produce the rigidity Tobin describes—without appealing to attractor dynamics. Predictive processing accounts of emotional rigidity similarly provide alternative mechanisms. The present paper does not adjudicate between these rival frameworks; it offers the attractor framework as one candidate account among several.
These conditions are not met by the current paper, which offers only preliminary analogies.
7. Conclusion
James Tobin’s 2026 clinical article on psychodynamic attractor states and the attractor framework exhibit expected structural parallels, given their shared dynamical‑systems heritage. Both describe recurrent, embodied patterns that resist perturbation and that therapeutic or corrective processes can gradually loosen. These parallels are analogical, not evidentiary. The framework remains a self‑published, N=1‑grounded research program awaiting independent empirical testing. This mapping is a contribution to its ongoing development.
References
- Bowlby, J. (1988). A secure base: Parent-child attachment and healthy human development. Basic Books.
- Galida, R. (2026a). Persistence Under Perturbation: The Eternal Skeleton and the Transient Dance. Fantasy Attractor.
- Lewis, M. D. (2000). Emotional self-organization at three time scales. In M. D. Lewis & I. Granic (Eds.), Emotion, development, and self-organization (pp. 37–69). Cambridge University Press.
- Schore, A. N. (2012). The science of the art of psychotherapy. W. W. Norton.
- Siegel, D. J. (2020). The developing mind: How relationships and the brain interact to shape who we are (3rd ed.). Guilford Press.
- Thelen, E., & Smith, L. B. (1994). A dynamic systems approach to the development of cognition and action. MIT Press.
- Tobin, J. (2026, May 27). The psychology of “attractor states.” James Tobin, Ph.D. https://www.jamestobinphd.com/articles/the-psychology-of-attractor-states
The Lever and the Basin: Olds-Milner, Dopamine, and the Neurochemical Prototype of Fantasy Attractors
Robert Galida
Independent Researcher
June 2026
fantasyattractor.com
Abstract
In 1954, Olds and Milner demonstrated that direct electrical stimulation of the mesolimbic reward pathway could drive rats to press a lever to the exclusion of all biological needs, often until death. This paper argues that the Olds-Milner lever provides the neurochemical prototype for a fantasy attractor—a sealed, low-corrective-permeability (κ) belief system maintained by dopamine-driven reinforcement. While the human expression of such attractors involves symbolic and narrative complexity, they appear to share a common neural substrate with the Olds-Milner phenomenon, specifically the dopamine-mediated suppression of the dorsolateral prefrontal cortex (dlPFC). Corrective permeability (κ) is defined here as a multidimensional construct—behavioral (rate of belief update under disconfirmation), neural (dlPFC engagement during counter-attitudinal exposure), and cognitive (metacognitive awareness and reflective thinking capacity)—whose dimensions are proposed as related but potentially partially dissociable components of a common construct. The attractor framework is the author’s own theoretical construct, and this paper uses it to propose a unified conceptual bridge between the neuroscience of reward, the social psychology of failed prophecy, and the dynamics of rigid belief. It concludes that corrective permeability is not a fixed trait but a neurocognitive skill that can be cultivated, and that the framework itself must remain open to disconfirmation.
1. Introduction: The Rat on the Lever
In a landmark 1954 experiment, James Olds and Peter Milner implanted electrodes into the septal nuclei of rats and connected them to a lever. Each press delivered a brief electrical jolt to the brain’s pleasure centers. The rats pressed the lever at rates of up to 7,000 times per hour, ignoring food, water, and their own young, until they collapsed from exhaustion or died. The electrode was not delivering nutrition or safety; it was delivering direct, unmediated reward via the mesolimbic dopamine pathway.
The canonical interpretation treats this experiment as a study of addiction and motivation. I propose a different reading: the rat on the lever is the purest behavioral demonstration of a fantasy attractor—a sealed basin with near-zero corrective permeability (κ ≈ 0), maintained by a neurochemical feedback loop that has no mechanism for detecting its own self-destructiveness. The brain does not have a truth detector. It has a reward system. Fantasy attractors exploit this architecture.
2. The Fantasy Attractor: A Construct Under Development
A note on the framework. The attractor framework is a theoretical construct developed by the present author (Galida, 2026a). It is not a community-validated model but a set of proposed concepts—including corrective permeability (κ) and the distinction between reality-aligned and fantasy attractors—designed for diagnostic application. This paper deploys those concepts to connect the neuroscience of reward with the psychology of belief persistence.
A fantasy attractor is a belief system with low corrective permeability (κ). It resists updating when confronted with contradictory evidence, reframes error signals to protect its core narrative, and often seeks to colonize or destroy rival basins. A reality attractor, in contrast, has high κ: it absorbs perturbation, updates its model, and deepens through correction.
What is κ? Corrective permeability is a multidimensional construct. At the behavioral level, it denotes the rate at which a belief system updates in response to disconfirming evidence—observable through responses to prophetic failure, electoral loss, or scientific falsification. At the neural level, it is hypothesized to correlate with dlPFC engagement during exposure to counter-attitudinal information. At the cognitive level, it overlaps with metacognitive awareness, intellectual humility, and reflective thinking capacity as measured by instruments such as the Cognitive Reflection Test (Frederick, 2005). These three dimensions—behavioral, neural, and cognitive—are proposed as related but potentially partially dissociable components of a common construct, and their formal integration into a validated measurement model is deferred to future empirical work. For the present paper, κ serves as a conceptual organizing device, not a metrically precise quantity.
Corrective permeability has a neural correlate. The dorsolateral prefrontal cortex (dlPFC) is critical for deliberative reasoning, cognitive flexibility, and the integration of new information that contradicts prior beliefs. When the dlPFC is suppressed—by stress, by dopamine-driven reward anticipation, or by the sheer intensity of a sacred value—the updating mechanism is partially disengaged. A fantasy attractor, then, is not merely a cognitive error. It is a neurochemical lock: a self-reinforcing basin maintained by the dopamine-driven reinforcement of certainty, coupled with the suppression of the apparatus that could correct it.
3. The Olds-Milner Mechanism: Dopamine and Basin Sealing
3.1 The Experiment
Olds and Milner implanted bipolar electrodes in the septal nuclei of rats. The stimulation directly activated the mesolimbic pathway, triggering dopamine release in the nucleus accumbens. The rats rapidly learned to self-stimulate and would cross electrified grids to reach the lever. Their behavior displayed a pathological focus: all competing motivational systems—hunger, thirst, social bonding—were overridden.
3.2 Wanting Without Liking
Subsequent neuroscience has refined our understanding of the underlying processes. Berridge and Robinson’s “wanting/liking” distinction demonstrates that mesolimbic dopamine mediates incentive salience—the compulsive “wanting” of a stimulus—rather than the subjective pleasure, or “liking,” that accompanies it. This is a crucial precision: the Olds-Milner rat may not be experiencing escalating pleasure. It may be in a state of chronic, intense craving, driven by a dopamine system that attributes supreme motivational value to the lever.
Schultz and colleagues established that phasic dopamine neurons encode a reward prediction error. They fire when an unexpected reward is received, reinforcing the causal association. A fantasy attractor, however, often does not deliver a single, clear falsifiable prediction. When a specific prophecy fails, a reframe can provide a new, internally generated reward signal: the revised interpretation itself constitutes a novel prediction whose acceptance by the group triggers a prediction error, reinforcing the attractor rather than collapsing it. The dopamine system thus does not merely passively respond to external rewards; it can be co-opted by internally generated narrative rewards that perpetuate the basin.
3.3 The Lever as a Sealed Basin
Viewed through this lens, the rat’s behavior maps onto the fantasy attractor concept with precision. The lever becomes the basin’s strongest point of attraction, and the dopamine-driven “wanting” compels action even as the animal’s body is dying. The error signals of hunger and thirst are present, but they cannot penetrate the basin. The dopamine loop overrides them. The rat is not stupid; it is a perfectly functional nervous system locked in a sealed attractor, driven by “wanting” what will kill it.
3.4 From Rat to Human: A Shared Substrate
The human mesolimbic pathway is structurally and functionally homologous to the rat’s. A human contemplating their election as a member of a divine plan, a revolutionary vanguard, or an infallible political movement is likely engaging the same dopamine-mediated “wanting” system. The apocalyptic believer retrofitting a terrorist attack as “Messiah ben Yosef” is pressing a lever. The certainty is the reward. What differs is the complexity of the stimulus—the lever is decorated with theology, ideology, and narrative. This symbolic layer is not an epiphenomenon; it engages distinct cortical processes and social dynamics that add causal complexity. The human attractor is not identical to the rat’s, but it appears to share a crucial neurochemical substrate.
A methodological caveat. Direct neuroimaging of ordinary belief rigidity remains limited. The available evidence comes primarily from extreme populations: Hamid et al. (2019) studied individuals willing to fight and die for sacred values, and Zhong et al. (2017) studied patients with traumatic dlPFC lesions. These findings are suggestive rather than definitive for ordinary belief formation. Generalization from these studies to the broader population of believers should be treated as a hypothesis requiring further validation, not an established finding.
4. The Dopamine Covenant: Certainty as Reward
4.1 The Brain’s Category Error
The brain evolved to use the feeling of certainty as a proxy for adaptive knowledge because false beliefs about predators were rapidly corrected. In the modern symbolic environment, beliefs can persist for decades without encountering lethal feedback. A person can be completely certain that the Mahdi will return or that a lost election was stolen, and this subjective certainty fires the same reward circuits that once signaled a reliable food source. The brain cannot distinguish between “this feels certain because it is true” and “this feels certain because the mesolimbic pathway has been activated ten thousand times.”
4.2 Persistence and Collapse After Disconfirmation
Festinger, Riecken, and Schachter’s When Prophecy Fails (1956) chronicled a doomsday cult that reframed a failed flood prophecy as confirmation that their faith had saved the world. Believers became more committed after the failure. This is the basin deepening. Melton (1985), surveying centuries of prophetic failure across multiple religious traditions, identified the same structural pattern: prophecies are routinely spiritualized, recalibrated, or reframed as tests of faith rather than abandoned.
However, a full analysis requires accounting for cases where movements do collapse. The Millerites of 1844, who prepared for Christ’s return on October 22, suffered a massive “Great Disappointment” when Jesus did not arrive. The movement fragmented severely; many members left, disillusioned. Yet from that collapse, new, more resilient sects—most notably the Seventh-day Adventists—emerged with a reframed theology. This pattern is theoretically instructive: collapse of one attractor basin can seed a successor, potentially more resilient, basin. The attractor dynamic does not necessarily terminate; it can migrate, with the reframe functioning as the bridge from the old basin to the new. What predicts persistence versus collapse versus successor-formation? Variables likely include the depth of a group’s social embeddedness, the availability of a face-saving reframe, and the relative costs of exit. Engaging this complexity strengthens the argument: a fantasy attractor is not an indestructible monolith; it is a dynamical system that can either deepen, shatter, or reorganize under perturbation, depending on its structure. The reframing response is common but not universal.
5. Implications for the Attractor Framework
5.1 Cognitive Arguments Alone Are Insufficient
A fantasy attractor cannot be reliably dislodged by evidence alone because the apparatus for processing corrective evidence (the dlPFC) is often suppressed. This does not mean persuasion is impossible; it means that conditions that reduce threat and re-engage prefrontal function must precede evidential argument.
5.2 The Dopamine Covenant Explains Apocalyptic Intensity
Apocalyptic belief is an especially potent fantasy attractor because its reward structure is maximal: the believer is not merely right about a fact; they are a participant in the final act of cosmic history. The dopamine “wanting” is directed toward a future of ultimate vindication, making the attractor deeply resistant to correction.
An open question: κ at the level of belief content vs. attractor dynamics. The successor basin phenomenon—where collapse of one fantasy attractor seeds another—raises a theoretically important distinction. An individual or group that abandons a failed prophecy and adopts a reframed successor belief may exhibit high κ in the narrow sense (they updated their specific beliefs in response to disconfirmation) while remaining within a fantasy attractor at the structural level. This suggests that κ may need to be measured not only at the level of specific belief content but also at the level of the attractor dynamic itself: does the system’s underlying relationship to disconfirmation change, or merely the content of the beliefs it protects? A high-κ move from one low-κ basin to another is still low-κ at the systemic level. Resolving this distinction—between content-level and structure-level corrective permeability—is a priority for future theoretical and empirical work within the attractor framework.
5.3 Corrective Permeability Is a Trainable Practice
The dlPFC can be strengthened. The capacity for analytic reasoning is not a fixed trait. Interventions that promote critical reflection have been shown to influence belief formation and flexibility. Gervais and Norenzayan (2012) demonstrated that inducing analytic thinking can reduce religious belief, though subsequent meta-analyses have found more modest and conditional effect sizes in replications. This suggests a genuine but likely small-to-moderate link between cognitive style and belief flexibility. More broadly, dual-process theories in cognitive psychology hold that Type 2 (reflective) processing can override Type 1 (intuitive) responses when prompted (Evans & Stanovich, 2013). The Cognitive Reflection Test (CRT; Frederick, 2005) has been shown to predict resistance to intuitive but false beliefs across multiple domains, providing a plausible measurement anchor for the cognitive dimension of κ.
The evidence base for specific interventions varies. Mindfulness meditation has been shown to increase prefrontal activity and reduce amygdala reactivity (Hölzel et al., 2011), providing a well-documented neural pathway for enhancing κ. Cognitive behavioral therapy (CBT) has strong empirical support for modifying specific maladaptive beliefs in clinical populations, though its effects on general belief flexibility outside clinical contexts are less thoroughly established. Structured debate in low-threat contexts is a plausible but less-tested intervention; its theoretical rationale is strong, but direct empirical support for its effect on corrective permeability is limited. The simple daily question, “Did I update any belief yesterday?”, is a practical heuristic for engaging the correction apparatus, derived from the framework itself rather than independent empirical validation.
5.4 The Framework Must Guard Its Own κ
A framework that diagnoses sealed basins must itself remain open to correction. The attractor framework’s falsifiability conditions are its own dlPFC engagement.
6. Conclusion
The Olds-Milner experiment is more than a landmark in the history of neuroscience. It provides the neurochemical prototype for the fantasy attractor. The rat pressing the lever until death, driven by a hijacked dopamine system that privileges “wanting” over survival, maps onto the human believer pressing the lever of certainty, prophecy, or ideological capture. In both cases, a sealed basin overrides biological and cognitive self-correction, creating a self-reinforcing cycle that can persist even in the face of lethal consequences. This is not merely a metaphor; evidence suggests a genuine shared neurochemical susceptibility, though its precise extent awaits direct empirical characterization.
The brain does not have a truth detector; it has a reward system. Certainty is not evidence of truth; it is evidence of dopamine. The most reliable alternative to the lever is a deliberately cultivated corrective permeability—a practice of engaging the neural machinery of doubt and reason, asking daily the question the rat never could: Am I pressing a lever right now?
References
- Berridge, K. C., & Robinson, T. E. (1998). What is the role of dopamine in reward: hedonic impact, reward learning, or incentive salience? Brain Research Reviews, 28(3), 309-369.
- Evans, J. S. B. T., & Stanovich, K. E. (2013). Dual-process theories of higher cognition: Advancing the debate. Perspectives on Psychological Science, 8(3), 223-241.
- Festinger, L., Riecken, H.W., & Schachter, S. (1956). When Prophecy Fails. University of Minnesota Press.
- Frederick, S. (2005). Cognitive reflection and decision making. Journal of Economic Perspectives, 19(4), 25-42.
- Galida, R. (2026a). Persistence Under Perturbation: The Eternal Skeleton and the Transient Dance. Fantasy Attractor.
- Galida, R. (2026b). The Dopamine Covenant. Fantasy Attractor.
- Gervais, W. M., & Norenzayan, A. (2012). Analytic thinking promotes religious disbelief. Science, 336(6080), 493-496.
- Hamid, N., Pretus, C., Atran, S., et al. (2019). Neuroimaging ‘devoted actors’ willingness to fight and die for sacred values. Royal Society Open Science, 6(4), 181847.
- Hölzel, B. K., Lazar, S. W., Gard, T., et al. (2011). How does mindfulness meditation work? Proposing mechanisms of action from a conceptual and neural perspective. Perspectives on Psychological Science, 6(6), 537-559.
- Melton, J.G. (1985). Spiritualization and reaffirmation: What really happens when prophecy fails. American Studies, 26(2), 17-29.
- Olds, J., & Milner, P. (1954). Positive reinforcement produced by electrical stimulation of septal area. Journal of Comparative and Physiological Psychology, 47(6), 419-427.
- Schultz, W., Dayan, P., & Montague, P. R. (1997). A neural substrate of prediction and reward. Science, 275(5306), 1593-1599.
- Zhong, W., Cristofori, I., Bulbulia, J., et al. (2017). Biological and cognitive underpinnings of religious fundamentalism. Neuropsychologia, 100, 18-25.
The MAGA Attractor: Fantasy, Colonization, and the Terminal Phase of a Sealed Basin
Robert Galida, Independent Researcher
June 2026 | fantasyattractor.com
Abstract
The MAGA movement is a colonizing fantasy attractor exhibiting the structural features the attractor framework predicts: a destabilizing perturbation, a dopamine‑rich sealed narrative, near‑zero corrective permeability (κ), active colonization of rival basins, and a terminal phase characterized by attacks on reality‑delivery institutions. This paper applies the κ diagnostic—a set of observable indicators measuring a belief system’s willingness to update on contradictory evidence—to MAGA as a case study. We include a minimal comparative sketch applying the same indicators to a left‑aligned movement to demonstrate symmetric applicability. We engage disconfirming instances within the MAGA case, define the terminal phase formally, and ground the attractor framework in established dynamical‑systems and motivated‑reasoning literatures. The paper does not offer predictions. It identifies structural tendencies and leaves empirical validation to future work.
1. Introduction: The Diagnostic Stance
The attractor framework (Galida, 2026) defines a fantasy attractor as a belief system with low corrective permeability (κ): it resists updating when confronted with contradictory evidence, reframes error signals to protect its core narrative, and often seeks to colonize or destroy neighboring basins. The framework draws on dynamical‑systems theory (Strogatz, 2018; Kelso, 1995), which characterizes attractors as regions in state space toward which trajectories converge and remain unless perturbed. A high‑κ attractor absorbs perturbation and updates; a low‑κ attractor resists perturbation and seals. This paper applies that diagnostic to the MAGA movement.
The framework predicts that sealed attractors exist across the political spectrum. A fully symmetric analysis would examine movements of all orientations using the same κ indicators. The present paper is a single‑case application, supplemented by a brief comparative sketch in Section 6. It does not imply that MAGA is unique or uniquely sealed. It demonstrates the diagnostic method on a prominent and well‑documented case.
2. Operationalizing Corrective Permeability (κ)
Corrective permeability is not a single number. It is a composite of observable indicators. A movement’s κ can be estimated—qualitatively, not metrically—by examining its responses to disconfirming events. The indicators below are applicable to any political or social movement.
κ Indicators
| Indicator | High κ (reality‑aligned) | Low κ (fantasy attractor) |
|---|---|---|
| Electoral loss response | Concedes defeat; analyzes reasons; adapts strategy | Rejects outcome as fraudulent; seeks to overturn result |
| Legal defeat response | Accepts ruling; appeals within system; adjusts behavior | Delegitimizes courts; portrays defeats as persecution |
| Internal dissent tolerance | Debates openly; allows factional disagreement | Purges dissenters; enforces narrative loyalty |
| Media coverage response | Engages with critical reporting; distinguishes bias from fact | Labels all critical media as “enemy”; constructs alternative media ecosystem |
| Policy failure response | Acknowledges failure; revises approach | Blames enemies; reframes failure as sabotage |
| Leader criticism response | Evaluates criticism on merits; holds leaders accountable | Treats all criticism as treason; leader is beyond reproach |
A movement that scores low across most or all indicators has κ approaching zero. A movement that scores high across most has κ approaching one. The assignment is comparative and qualitative, not computational.
3. The Initial Perturbation: A Basin Destabilized
The MAGA movement emerged from a genuine, large‑scale perturbation to the personal and social attractors of millions of Americans. For decades, the post‑war American basin was stable for its primary beneficiaries: manufacturing jobs provided middle‑class security, cultural norms were broadly shared, and the United States enjoyed unchallenged global dominance. Over several decades, that basin was progressively destabilized. Deindustrialization eliminated millions of stable jobs. Globalization shifted economic power away from domestic manufacturing. Cultural norms around race, gender, sexuality, and religion shifted rapidly. Demographic projections showed a future in which the previously dominant group would become a minority. Each of these was a perturbation. Cumulatively, they shattered the old basin.
The attractor framework does not judge the legitimacy of the grievances. It notes that a destabilized attractor seeks a new basin. The question is always: What basin will replace the old one?
4. The New Basin: Narrative, Dopamine, and Motivated Reasoning
The core narrative of the MAGA attractor is well‑documented: the adherent is the authentic voice of the nation; their loss is a theft by corrupt elites and internal enemies; the leader will restore greatness. This narrative is an ontological rescue. It replaces a confusing, painful reality with a simple, morally charged story.
The dopamine dynamics are well‑established. Certainty, righteous anger, and tribal belonging activate the mesolimbic reward system (Olds & Milner, 1954). But dopamine alone does not distinguish fantasy attractors from reality‑aligned movements—all high‑commitment groups generate reward. What distinguishes low‑κ attractors is the impermeability of the reward loop: the system prevents corrective information from entering, so the dopamine cycle never encounters disconfirmation.
The motivated‑reasoning literature provides a well‑established parallel. Individuals process information in ways that protect identity‑congenial beliefs (Kahan, 2013). Social identity theory (Tajfel & Turner, 1979) predicts that group membership becomes a source of self‑esteem, making threats to the group’s narrative feel like personal attacks. The MAGA attractor operates at the intersection of these dynamics: a highly salient group identity, a narrative of victimhood and restoration, and a reward system that fires on certainty. The basin is psychologically satisfying and neurochemically self‑reinforcing.
5. Applying the κ Indicators to MAGA
When we apply the six κ indicators to the documented behavior of the MAGA movement, the pattern is clear.
- Electoral loss response: The 2020 election was rejected as fraudulent. Over 60 court cases were dismissed, yet the “stolen election” narrative persisted. Electoral officials who certified results have been purged and replaced. κ is near zero on this indicator.
- Legal defeat response: Criminal and civil indictments against the movement’s leader are framed as “witch hunts” and “election interference.” Courts are delegitimized. κ is near zero.
- Internal dissent tolerance: Republicans who criticized the leader have been primaried, censured, or forced from office. Internal debate is treated as disloyalty. κ is near zero.
- Media coverage response: Mainstream media are labeled “enemies of the people.” A parallel media ecosystem delivers only narrative‑congruent information. κ is near zero.
- Policy failure response: Trade wars that harmed farmers were reframed as necessary sacrifices, not policy failures. Promised infrastructure and healthcare reforms that did not materialize were blamed on opponents, not acknowledged as unfulfilled. κ is near zero.
- Leader criticism response: Criticism of the leader is treated as treason. The leader’s statements, even when contradictory or demonstrably false, are accepted by adherents without correction. κ is near zero.
5.1 Disconfirming Instances and Complexity
The assignment of κ ≈ 0 is a pattern judgment, not a uniform claim. Several behaviors complicate a blanket zero‑κ diagnosis and must be acknowledged.
- Some MAGA‑aligned officials did certify the 2020 election results under intense pressure, including figures such as Georgia Secretary of State Brad Raffensperger and Arizona’s Republican governor Doug Ducey, who faced threats and political retaliation for doing so. This is evidence of κ > 0 among individuals within the movement’s orbit.
- The movement’s policy agenda did shift in notable ways relative to prior Republican orthodoxy, including trade protectionism, pharmaceutical pricing reform, and infrastructure spending. These represent genuine policy adaptation, even if they served the broader narrative of economic nationalism.
- Internal dissent, while punished, has not been eliminated. Some Republican figures continue to criticize the leader from within the party, and factions with incompatible interests (economic libertarians, Christian nationalists, working‑class populists) persist.
These instances suggest that the movement is not a perfectly uniform basin. Some members and subgroups exhibit higher κ than others. However, the overall pattern—sustained across multiple years, multiple domains, and the movement’s dominant institutional responses—remains one of extremely low corrective permeability. The dissenting officials were purged, not elevated. The policy shifts occurred within a sealed narrative that did not acknowledge prior error. Internal critics were marginalized. The diagnostic is a structural assessment of the attractor’s dominant dynamics, not a claim about every individual within it.
6. Comparative Sketch: A Left‑Aligned Case
The framework’s symmetry requirement demands that the same κ indicators be applied to movements of other political orientations. A full comparative analysis is beyond the scope of this paper, but a brief sketch demonstrates the method’s applicability.
Consider the progressive wing of the Democratic Party’s response to the 2016 election loss. On the κ indicators:
- Electoral loss response: The loss was accepted, though accompanied by narratives of Russian interference and Electoral College illegitimacy. The outcome was not rejected as fraudulent, but external factors were invoked to explain defeat—a partial but not complete κ signal.
- Legal defeat response: Progressive legal setbacks (e.g., on immigration policy, voting rights) have generally been accepted within the system, with strategy adjustments rather than court delegitimization. κ is moderate‑high.
- Internal dissent tolerance: The progressive coalition contains vigorous internal debate between moderates and left factions. Primary challenges are common and openly contested. κ is high on this indicator.
- Media coverage response: Progressives engage with mainstream media but also criticize it for bias. An alternative media ecosystem exists but has not fully sealed; cross‑pollination with mainstream outlets is common. κ is moderate.
- Policy failure response: Failed progressive initiatives (e.g., certain criminal‑justice reform measures, housing policies) have generated internal debate and strategy revisions, though blame‑shifting also occurs. κ is moderate.
- Leader criticism response: Progressive leaders face significant internal criticism. Figures such as Bernie Sanders and Alexandria Ocasio‑Cortez are both celebrated and challenged from within the movement. κ is high.
This sketch suggests a moderate‑to‑high κ for this movement, with some indicators showing partial sealing. The exercise demonstrates that the κ indicators do not automatically classify one’s political opponents as fantasy attractors and one’s allies as reality‑aligned. The diagnostic discriminates based on behavior, not affiliation.
7. Colonization: “You Must Join or Be Destroyed”
A fantasy attractor does not peacefully coexist. It colonizes. The MAGA movement demands that other basins submit to its narrative or be treated as enemies. This operates at interpersonal, institutional, and electoral levels. Families are fractured by loyalty demands. The judiciary, civil service, and military are to be purged of “disloyal” elements. Election administration is being restructured to place loyalists in positions of authority over vote counting and certification. Colonization is a structural necessity: a sealed attractor cannot tolerate rival basins that might deliver a fatal perturbation.
8. Beam and Sliver: Internal Contradictions as Diagnostic Features
All political coalitions contain tensions between stated values and enacted policy. The diagnostic question is not whether contradictions exist, but whether the attractor can acknowledge and address them. High‑κ movements can name their own tensions. Low‑κ movements cannot.
The MAGA attractor exhibits several severe, structurally unresolvable contradictions:
- Liberty vs. Authoritarianism: The movement claims to defend freedom while supporting a leader who attacks the free press, demands personal loyalty, and threatens to use state power against opponents.
- Law and Order vs. Criminality: The movement claims to uphold law and order while its leader faces multiple felony convictions and indictments.
- Populism vs. Plutocracy: The movement claims to be a working‑class revolt while its policy agenda primarily benefits the wealthy.
- Christianity vs. Cruelty: The movement claims Christian values while supporting policies that separate migrant families and mock the vulnerable.
What makes these contradictions diagnostically severe is not their existence—all coalitions contain tensions—but their structural unresolvability within the current basin. The movement’s dependence on a single leader whose personal legal exposure is inextricably linked to its narrative makes acknowledgment of criminality equivalent to basin collapse. The contradiction cannot be resolved; it can only be suppressed by attacking the legal system itself. This dynamic is distinct from the ordinary policy tensions of a political coalition, where compromise, leadership change, or platform evolution can absorb and resolve contradictions over time. In the MAGA basin, the leader cannot be replaced without dissolving the attractor, and the criminal charges cannot be acknowledged without invalidating the narrative of persecution. The beam is locked in place.
The sliver is projected outward with equal force: every fault is hung on the opponent. The movement cannot name its own contradictions, so it names everyone else’s—real or invented—with relentless intensity.
9. The Terminal Phase: Formal Definition and Observable Signs
Within the attractor framework, a terminal phase is reached when a sealed attractor, facing sustained and credible existential threats, shifts its primary behavior from narrative self‑maintenance and colonization to the active dismantling of the external correction mechanisms that could deliver a fatal perturbation.
Transition conditions include:
- Loss of institutional control: The movement no longer reliably controls the executive or legislative branches through normal electoral means.
- Credible legal jeopardy: Leadership faces prosecution, incarceration, or removal from ballots.
- Narrowing coalition: The movement’s demographic base cannot reliably produce majorities in national elections.
- Elite messaging shift: The movement’s leadership explicitly frames institutional destruction as the only path to survival.
When these conditions are met, the attractor is no longer merely sealed. It is actively destroying the sources of perturbation.
Observable signs of a terminal‑phase political attractor:
- Rejection of electoral outcomes as illegitimate unless the movement wins.
- Purge of dissenting officials from election administration and party structures.
- Preparation for institutional override through legal theories that would allow loyalist bodies to override popular vote counts.
- Normalization of violence as patriotic self‑defense.
- Attacks on truth‑delivery systems—media, science, intelligence, courts—to neutralize their corrective function.
The MAGA movement currently exhibits all five signs. The transition conditions are partially met (credible legal jeopardy is present; electoral losses have occurred; the coalition faces demographic challenges) and partially contested (the movement retains significant institutional power through the courts and state legislatures). The terminal phase is not an all‑or‑nothing category; it is a trajectory along which the movement has demonstrably moved.
10. Trajectory: Structural Tendencies, Not Predictions
The attractor framework identifies structural tendencies, not certainties. Three trajectories are possible for a terminal‑phase fantasy attractor, and they are not mutually exclusive.
Escalation. If the leader faces incarceration, removal from ballots, or definitive electoral defeat, the movement may escalate. Violence is the final defense of a sealed basin that cannot tolerate reality. Escalation risk is elevated when institutional pressure intensifies.
Fracture. The movement contains factions with incompatible interests. If the central figure becomes unavailable, the attractor may fracture into competing sub‑basins, each claiming legitimacy. This is a common post‑charismatic trajectory.
Slow Fade. Some fantasy attractors fade as the promised restoration never arrives, adherents age, and younger generations find the narrative less compelling. This trajectory requires sustained institutional resilience and an absence of triggering crises.
The current structural conditions—ongoing legal pressure, sustained institutional attacks, and the centrality of a single figure—make escalation and fracture the highest‑concern scenarios. The slow fade remains a possibility only if institutions hold and no major crisis intervenes. No probability is assigned. The framework names the tendencies and leaves empirical validation to events.
11. Conclusion
The κ indicators, applied qualitatively, suggest that the MAGA movement exhibits near‑zero corrective permeability across multiple domains. The movement colonizes rival basins, cannot acknowledge its internal contradictions, and exhibits the observable signs of a terminal‑phase attractor. Disconfirming instances complicate but do not overturn the overall pattern. Symmetric application of the κ diagnostic to movements of other political orientations is methodologically required and has been briefly sketched; full comparative validation remains necessary. The framework provides structural tendencies, not predictions. The methodological limitations are acknowledged. The analysis is offered as a diagnostic contribution, not a final determination.
