What Izo Learned: Applying Social Cognitive Learning Theory
Albert Bandura's social cognitive learning theory may be one of the more interesting frameworks with which to evaluate Okada Izo because it shifts the analytical focus away from what's wrong with him to how did he learn to be who he is. Bandura's theory is fundamentally about the acquisition of behavior, self-concept, and expectations through observation, experience, and the environment.
(Learn more about Bandura's theory here.)
Bandura argues that behavior is neither just the product of internal drives nor just of external conditioning: it emerges from the continuous interaction of three things: the person, their behavior, and their environment. None of these three is fixed. Each shapes the other two, and together they determine who someone becomes as a person.
Izo's life is a good example of that loop because it has been running his whole life, as it does with every one of us. Who he was born (his temperament, his physical and mental abilities) met an environment that responded to him in specific ways. Those responses shaped how he behaved, which affected the environment, which affected its responses, changing and shaping him even further.
By the time Izo is 24 and resolving to leave Kyoto for Edo after being removed from the Kinnoto's membership roster, every element of that triad has been in continuous reciprocal motion for two and a half decades.
Bandura's key insight was that people learn not only from direct experience but also from watching others, evaluating their behavior, its consequences, and the standards it implies. He identified four processes that govern whether observed behavior is copied: attention, retention, reproduction, and motivation.
Izo's observational learning runs on two parallel tracks with entirely different outcomes.
In swordsmanship, all four processes work at their best. He attends to technique with the focused precision of someone who found the one context where attention comes naturally. His memory retains what he observes. His physical capability and speed allow him to accurately reproduce it. And he is motivated by the one reliable source of positive reinforcement available to him: the instructors' praise. He demonstrates that his capacity for observational learning is not impaired but is exceptional in this particular domain.
The second track is his observational learning about himself, his relationships, and what he can reasonably expect from the world.
What he focuses his attention on here is how authority figures respond to him. This attention isn't chosen, it's the scanning of a nervous system that has learned that approval and disapproval are the primary variables determining safety. He notices everything: the quality of the tone when his name is said, whether a look moves toward or past him, whether praise or criticism is directed at him or spoken about him to someone else in the room.
What he retains is a consistent data set: authority figures find him deficient. He is called stupid, vulgar, without dignity. Takechi's wife calls him the stray puppy. His swordsmanship is mocked in front of everyone at Shigakukan. His excellent memory accumulates this material with full fidelity, noting all the negatives.
What he reproduces is a set of behaviors adapted to the environment that produced them: make yourself small, absorb criticism without response, work harder, don't require anything, be useful enough that the authority figure doesn't leave you. These patterns were learned by watching what happened when he behaved otherwise, when enthusiasm was read as bragging, when excitement was read as arrogance, when need turned out to be costly.
The motivation for reproducing these patterns comes from what Bandura calls vicarious reinforcement: he has observed what happens to people who behave differently, who make demands, who express needs openly. The observations have not been encouraging.
Bandura identified modeling as the core of observational learning, and noted that a model's influence is stronger when they are high-status, competent, warm, or hold power over the observer.
By those criteria, Takechi is almost perfectly engineered to maximize his influence on Izo. He is nine years older, an authority figure rather than a peer. He embodies everything Edo samurai culture values: he is educated, articulate, politically sophisticated, accomplished, and charismatic. He ran the dojo where Izo first received consistent praise from an adult outside his family. He helped fund the travel that made Izo's training possible. He is, in a real sense, the reason Izo became the swordsman he is.
What Izo learned from watching him is not only swordsmanship. It is a template for what a person of worth looks like, and the gap between them gets absorbed into the template as evidence that one of them is a person of inherent value and the other is valuable only if he is useful.
The modeling of what a relationship looks like is equally damaging. What Izo observes across the years is that the person with power defines the terms. The person without power either earns their place within those terms or loses it. Approval is conditional and variable, and its withdrawal is not a rupture requiring repair but a verdict on the less powerful person's performance. The correct response is more effort and fewer demands.
He learns this both by watching it modeled and by living it as the less powerful person in the most important relationship of his adult life. He then reproduces it in every relationship that follows, because it is the only template he has.
Bandura defines self-efficacy as the belief in one's capacity to execute the behaviors required to produce specific outcomes. He identified four sources from which those beliefs are built: mastery experiences, vicarious experiences, social persuasion, and physiological states.
In swordsmanship, Izo's self-efficacy is high and was built legitimately through all four sources. He has genuine mastery, which he repeatedly demonstrated. He has learned from watching skilled practitioners. He has received real recognition from teachers and peers. His physiological state in the dojo is one of ease rather than anxiety. This was the foundation of his functioning for most of his adult life, something to stand on when everything else was uncertain.
Bandura's theory also predicts what happens when domain-specific self-efficacy is attacked by an authoritative source, which is exactly what Momonoi did at Shigakukan, delivering a public verdict of Izo's incompetence in the one domain where he felt capable. A single high-credibility source can significantly damage self-efficacy even when it contradicts extensive prior mastery. Izo's subsequent pattern of working hard at any dojo that would have him is the behavior of someone compensating through effort because certainty has been lost.
In academic and intellectual domains, his self-efficacy was destroyed before it could even form. Every one of Bandura's four sources worked against him: no mastery experience, because his reading difficulties made the standard tasks (reading and writing) genuinely harder; no vicarious experience he could identify with, because watching peers handle written language easily taught him only that he was deficient by comparison; social persuasion actively and persistently negative; and a physiological state in academic settings of chronic anxiety and shame. The result was a self-efficacy so low it stopped being a belief about capacity and became a belief about identity: not I cannot do this but I am someone who cannot do this kind of thing, which means I am less than those who can.
In relational and social domains, the picture is more complicated. He is socially capable in many respects: outgoing about things he knows, a good storyteller, well-liked at the dojo, functional in Katsu Kaishu's household. But his self-efficacy in the domain of being worth knowing, worth caring for, worth another person's attention without something concrete offered in return, is essentially zero.
This last, specific deficit is the one that drives most of the clinical picture. A person who believes they are not worth knowing without providing value in return cannot ask for care, express needs, stay when they feel they have failed to deliver, or interpret another person's silence as anything other than confirmation of their own inner verdict.
Bandura distinguished between self-efficacy (the belief in capacity to perform a behavior) and outcome expectations (the belief about what that behavior will produce).
Izo's outcome expectation for expressing a need is punishment or withdrawal. This was built from early experience and has been consistently reinforced: his needs are ignored, or the expression of them is used as evidence of deficiency. The teacher who admonished him for his reading. Takechi's silence about the infected arm. The comrades who walked ahead while he managed the panic tightening in his chest. The evidence is sustained and consistent, and it governs his behavior more reliably than any conscious decision.
His outcome expectation for extraordinary effort in service of an authority figure is continued conditional approval. This is what kept him in Takechi's orbit for years. It was not irrational (the approval did come, sometimes) and the memory was enough to keep the expectation alive despite mounting evidence to the contrary. Bandura's theory predicts exactly this: intermittent reinforcement produces the most persistent behavioral patterns, because variable reward keeps the expectation from being extinguished by periods of nothing.
His outcome expectation for disappearing (leaving in the night, walking away without explanation) is temporary relief from managing the gap between what he hoped for and what he received. This is the one expectation in his repertoire that is reliably fulfilled, because disappearing reliably ends the acute discomfort of the situation, even while creating different problems. It persists because it works in the short term, and Bandura is clear about why short-term fulfilled expectations outweigh long-term ones.
Bandura's account of self-regulation involves three processes: self-observation, judgment against a standard, and self-response. People monitor their own behavior, compare it to internalized standards, and respond with self-reward or self-punishment.
Izo's self-regulation system is severely dysregulated, but perhaps not in the most obvious way. His self-observation is actually quite acute. He notices his own behavior with considerable precision (the nail-chewing, the blush he can't control, the adrenaline laughter, the hands that don't feel like his hands). He is not unaware of himself.
The problem is the standard against which he measures himself.
The standards he has internalized are not his own. They were provided by the environment that shaped him, and they belong to people who found him deficient: the teacher, Tosa's class structure, Takechi. He measures himself against these standards with the same excellent memory that served him in the dojo, and the measurement produces the same result every time: deficient.
The self-punishment that follows is not dramatic. It is quiet, persistent, habitual, the self-punishment of someone who has internalized the verdict so thoroughly that he administers it himself. I deserved that. That describes me perfectly. These are the routine operation of a self-regulation system whose standards were written by people who thought nothing of him.
The self-reward side of the system is nearly absent. He has no internalized standard of this was good enough, because the only standards available came from external authorities, and those standards never included a category for adequate.
The one partial exception is the dojo, where consistent external praise and genuine mastery experience made something close to self-reward occasionally possible. He finally found something he was good at. That sentence describes the only domain where his self-regulation system could produce a positive self-response, and it took until he was twelve or thirteen, and required the specific environment of a fencing hall with a teacher who recognized his ability.
Reciprocal Determinism in Action
The most powerful application of Bandura's framework is tracing how the three elements interacted across Izo's development.
The child who entered the environment had natural physical capability, an exceptional memory, a learning difference with written language, and a temperament that was outgoing when he felt capable and withdrawn when he did not. The environment labeled the learning difference as stupidity, which produced shame, withdrawal, and further negative feedback. Simultaneously, it recognized his physical capability in the dojo, which produced confidence, hard work, more skill, more recognition. His behavior adapted appropriately to both, but the withdrawal that served him in the classroom was generalized to any context where he might be evaluated and found deficient.
When Takechi entered the picture, the dynamics shifted fundamentally. His environment valued Izo for swordsmanship, usefulness, and loyalty and found him deficient in everything else. Izo's behavior adapted accordingly: maximize the valued thing, minimize the deficient things, ask for nothing. The environment rewarded this with intermittent approval, which reinforced the adaptation. Izo then became progressively more organized around the single relationship that provided the only meaningful positive self-evaluation available to him.
By the time of the first assassination, the three elements are locked in a configuration that reinforces itself. He cannot refuse the relationship that provides his reliable sense of worth. He is being sent to do things that will damage him further, because the behavior reinforced across years is compliance and usefulness. And the environment will keep requiring exactly that behavior, regardless of its cost to Izo.
Person, behavior, environment, each maintaining the other two in exactly the arrangement that is destroying him.
This period is a genuine environmental shift that allows observation of how the other two elements respond.
Katsu's environment was one where Izo's worth was not conditional on usefulness. He explained things, included him in conversations, and treated his attention and intelligence as worth engaging. The behavioral response was immediate: Izo stopped drinking, functioned, and was present. These changes are evidence that the patterns produced by Takechi's environment were simply adaptations and not Izo's character, that a different environment could produce different adaptations.
Bandura predicts exactly this: reciprocal determinism is not fixed. If you change one element sufficiently, the others have the conditions to shift.
What Bandura also predicts, and the history confirms, is that outcome expectations built over years do not update quickly enough to prevent old expectations from governing behavior when the new environment produces an ambiguous signal. When Katsu said you should not enjoy killing people, the new environment suddenly produced something that matched the old template: evaluation, finding deficiency, and silence. The outcome expectation that approval is conditional and can be withdrawn did not need much evidence to reactivate; one misread moment was enough. He left in the middle of the night.
The new environment did not have long enough to update what the old one had spent years building. Bandura's theory does not promise that a better environment works quickly. It suggests a better environment is necessary for change, not that it is sufficient for change to happen immediately.
What Bandura's Framework Offers Treatment
Treatment needs to target the learning history that produced the symptoms, the outcome expectations and self-efficacy beliefs that govern his behavior regardless of conscious intention.
Mastery experiences are primary treatment. Genuine competence recognized in any domain rebuilds the foundation the school teacher, Momonoi, and Takechi dismantled. The dojo was doing this work before the assassinations destroyed its meaning. Something needs to do it again.
The therapeutic relationship itself is treatment in this case. A therapist who engages Izo's attention and intelligence without asking for any kind of performance is not just building an alliance but a corrective observational learning experience for someone whose primary model for relationships was Takechi Hanpeita.
Outcome expectations update through repetition, not insight. Izo cannot decide to ask for things. He can only accumulate enough experiences of asking and receiving something other than punishment that the expectation shifts.
And the standard against which he measures himself, built entirely from other people's verdicts, needs to be examined piece by piece, until he can construct one he generated himself.
Everything wrong with Izo was learned. Which means it can, at least in principle, be unlearned. It will take approximately as long to unlearn as it took to learn.