How AI Explains Emotions and Culture in Cognition

MYTH & MEANING ESSAYS 4 OF 6

Abstract

This essay investigates the interplay between affect and semiotics as a fundamental dynamic shaping human cognition and behavior. Affect, characterized by visceral, limbic-driven responses, operates as an immediate, pre-conscious force, while semiotics, encompassing structured symbolic systems, constructs cultural meaning over time. Historically, these dimensions have been examined within isolated disciplinary boundaries—psychology and neuroscience addressing affect’s biological roots, anthropology and cultural theory decoding semiotics’ symbolic frameworks—leaving their convergence underexplored. This analysis posits that human experience emerges from the interplay of these forces, a relationship most comprehensively understood through an interdisciplinary lens. Artificial intelligence (AI) emerges as a transformative tool in this context, integrating insights from psychology, neuroscience, anthropology, and cultural theory to illuminate the unity of biological immediacy and symbolic structure. By synthesizing disparate fields, AI offers a fuller framework for interpreting how affect’s raw intensities and semiotics’ ordered meanings co-constitute human processes, with implications spanning advertising, identity, and theoretical inquiry. This study asserts that such an interdisciplinary synthesis, enabled by AI, not only bridges historical divides but also enriches contemporary understanding, revealing the complexity of human experience as a dynamic interplay of instinct and culture.

Introduction

The study of human experience has long grappled with the dual nature of its constitutive elements: the immediate, biological impulses that drive reaction and the constructed, cultural systems that shape interpretation. These dimensions—often termed affect and semiotics—represent distinct yet interconnected facets of cognition and behavior. Affect manifests as visceral, pre-conscious responses, rooted in the limbic system’s rapid processing of stimuli, delivering unmediated intensities such as fear or joy. Semiotics, by contrast, operates through structured symbolic frameworks, as articulated by Saussure, wherein signs and myths coalesce into meaning over time, embedding cultural narratives within individual and collective consciousness. Historically, these phenomena have been analyzed within discrete disciplinary confines: psychology and neuroscience have probed affect’s physiological underpinnings, while anthropology and cultural theory have deciphered semiotics’ symbolic architectures. Such fragmentation, while yielding valuable insights, has obscured the dynamic interplay between these forces, limiting a holistic understanding of their role in human experience.

This essay contends that human cognition and behavior emerge from the interplay of affect’s limbic immediacy and semiotics’ symbolic structures, a dynamic illuminated by artificial intelligence, which integrates psychology, neuroscience, anthropology, and cultural theory to forge a unified understanding of human experience. Far from being oppositional, affect and semiotics converge in a reciprocal relationship—affect’s raw energies trigger semiotic interpretation, while symbolic systems channel and refine affective responses into coherent forms. This interplay, however, has remained underexplored due to the disciplinary silos of earlier scholarship, which lacked the tools to synthesize biological and cultural perspectives effectively. Artificial intelligence (AI) alters this landscape, offering an interdisciplinary lens that transcends traditional boundaries. By aggregating data from disparate fields—neuroscience’s mapping of limbic responses, psychology’s analysis of emotional triggers, anthropology’s study of cultural myths—AI constructs a more comprehensive frame, revealing the interdependence of instinct and meaning in shaping human processes.

The significance of this synthesis extends beyond theoretical refinement. It bears practical implications for domains such as advertising, where affect and semiotics are leveraged to influence behavior, and identity formation, where personal and cultural narratives intertwine. Moreover, it signals a methodological shift, enabled by AI, toward integrative approaches that mirror the complexity of human experience itself. This essay proceeds in four sections: first, defining affect as a limbic foundation; second, examining semiotics as a symbolic framework; third, analyzing their convergence and tension; and fourth, exploring AI’s role as an interdisciplinary bridge. Together, these sections build toward a synthesized perspective, demonstrating how AI’s integrative capacity illuminates a unified human dynamic previously obscured by fragmented inquiry.

Section 1: Affect as the Limbic Foundation

Affect constitutes a foundational dimension of human experience, operating as a pre-conscious, biologically rooted force that precedes and often eludes linguistic articulation. Within the theoretical landscape, affect is most rigorously delineated by Silvan Tomkins, whose work in the 1960s framed it as a set of innate, universal responses—such as fear, joy, and shame—embedded in the body’s physiological systems. Tomkins posited nine primary affects, each tied to distinct facial and visceral expressions, suggesting a hardwired capacity for emotional intensity that motivates behavior independent of conscious deliberation. Complementing this, Brian Massumi, drawing on Spinoza and Deleuze, conceptualizes affect as an autonomous intensity, a dynamic potential that circulates between bodies and environments, unbound by subjective control or symbolic mediation. Central to both perspectives is affect’s anchorage in the limbic system, the neural network encompassing the amygdala, hippocampus, and related structures, which governs rapid, instinctive responses to stimuli. This biological substrate distinguishes affect from emotion, the latter being a subsequent, nameable state shaped by cognition, whereas affect remains raw, immediate, and pre-reflective.

The characteristics of affect underscore its limbic origins and its resistance to systematization. Its immediacy is evident in the body’s unbidden reactions—a racing pulse at the sound of a sudden crash, a flush of heat in response to an unexpected compliment. These responses occur within milliseconds, driven by the amygdala’s role in processing threats or rewards before cortical analysis intervenes. Variability further defines affect; the same stimulus—a raised voice—may elicit fear in one context, anger in another, contingent on prior experience, physiological state, or environmental cues. This contextual dynamism reflects the limbic system’s adaptive function, prioritizing survival over consistency, yet it renders affect elusive to fixed categorization. Unlike semiotic systems, which impose stable meanings, affect operates as a fluid, unstructured force, a surge of intensity that defies reduction to predictable patterns. Such qualities highlight its pre-conscious nature, positioning it as a precursor to deliberate thought, a visceral undercurrent that shapes perception before interpretation begins.

Empirical and theoretical evidence substantiates this characterization. Physiological studies demonstrate the limbic system’s activation in response to stimuli: an accelerated heart rate or elevated cortisol levels signal distress, as documented in research on stress responses. Tomkins’ affect of “fear-terror,” for instance, aligns with the amygdala’s detection of danger, observable in widened eyes or a tensed posture—responses consistent across cultures and species. Massumi’s framework extends this, illustrated by the contagious unease of a crowded room, where affect spreads without explicit communication, a phenomenon observable in collective behaviors during moments of tension. These examples underscore affect’s biological grounding, its capacity to initiate action—flight, embrace, recoil—prior to conscious awareness or symbolic framing.

Analytically, affect emerges as a fundamental layer of human experience, a chaotic substrate that animates the body’s engagement with the world. Its limbic foundation renders it a universal capacity, shared across individuals yet uniquely expressed through personal and situational variables. This universality, however, belies its complexity; affect’s immediacy and variability demand examination beyond a single disciplinary scope. Psychology elucidates its motivational role, tracing how affects like interest or enjoyment propel attention and action, while neuroscience locates its mechanisms in the limbic circuitry, mapping the pathways from stimulus to response. Together, these fields reveal affect as a pre-conscious force, essential to survival and interaction, yet incomplete in isolation. Its intensities lack inherent meaning—they compel reaction but offer no narrative, no structure to render them intelligible. This limitation points to the necessity of a complementary system, one capable of translating affect’s raw energies into communicable forms.

Thus, affect’s role as a limbic foundation establishes it as a primary driver of human experience, yet its dependence on interpretation signals an interplay with structured frameworks. The visceral immediacy of a clenched fist or a shuddered breath initiates a process that semiotics, with its symbolic order, must complete. This convergence—between the chaotic potency of affect and the organizing capacity of meaning-making—requires a broader synthesis, one that disciplinary perspectives alone cannot fully achieve, setting the stage for an exploration of semiotics and the integrative tools that illuminate their relationship.

Section 2: Semiotics as the Symbolic Framework

Semiotics constitutes the structured counterpart to affect, a systematic framework through which human experience is rendered meaningful and communicable. Originating with Ferdinand de Saussure’s linguistic theory, semiotics examines the production and interpretation of signs—combinations of signifiers (forms, such as words or images) and signifieds (concepts they evoke)—within a cultural context. Saussure’s model posits that meaning arises not from inherent properties of objects but from the relational differences between signs within a system, a principle extended beyond language to encompass broader symbolic structures. These structures, often termed myths in Roland Barthes’ elaboration, encapsulate cultural narratives—collective beliefs, values, and ideologies—that shape perception and behavior. Unlike affect’s visceral immediacy, semiotics operates as an ordered, cumulative process, embedding meaning into cognition over time and providing a scaffold for interpreting the world.

The characteristics of semiotics reflect its systematic and symbolic nature. Its structure is evident in the consistency of sign systems: a red traffic light universally signifies “stop” within a given cultural framework, its meaning stabilized through repetition and social agreement. This stability distinguishes semiotics from affect’s variability, offering predictability where limbic responses falter. Cumulatively, semiotic systems evolve through historical and social processes, layering meanings into what Daniel Kahneman describes as System 1 cognition—the intuitive, automatic mode of thought. A national flag, for instance, accrues connotations of identity or pride through repeated association, becoming an ingrained symbol that elicits response without deliberate reflection. Yet, this order comes with rigidity; semiotic meanings, once established, resist rapid change, potentially distancing them from the fluid realities of lived experience. This tension between fixity and adaptability underscores semiotics’ role as a cultural construct, reliant on shared conventions rather than biological universals.

Evidence of semiotics’ function abounds in cultural artifacts and practices. Advertising exemplifies its application, deploying mythic narratives to imbue products with significance: a soft drink campaign might evoke “family” or “freedom,” signifiers that resonate through repetition across media, embedding these associations in consumer consciousness. Societal symbols further illustrate this—rituals like weddings carry meanings of commitment or transition, their gestures (rings, vows) stabilized within cultural systems. Anthropological studies, such as Clifford Geertz’s analysis of Balinese cockfights, reveal how symbols encode complex social values, transforming a mere event into a narrative of status and rivalry. These examples demonstrate semiotics’ capacity to organize experience, translating disparate phenomena into coherent, communicable forms that guide behavior and perception across contexts.

Analytically, semiotics emerges as a framework that imposes order on the chaos of human experience, a necessary complement to affect’s unstructured potency. Its reliance on anthropology and cultural theory highlights its disciplinary roots: anthropology decodes the formation of myths within specific societies, while cultural studies examines their circulation through texts and media. This symbolic order enables communication and social cohesion, transforming individual reactions into shared meanings—a scream becomes “danger” within a linguistic system, a smile “affection” within a cultural code. Yet, semiotics’ strength lies in its dependence on affect for vitality; without the limbic spark to animate them, signs remain inert, abstract constructs detached from the immediacy of sensation. This limitation reveals semiotics as a partial lens, incapable of capturing the full spectrum of human response without the pre-conscious energies it seeks to interpret.

Consequently, semiotics’ role as a symbolic framework positions it as an essential mechanism for meaning-making, yet one that operates in tandem with affect’s visceral foundation. The stability of a mythic ideal—such as “home” in an advertisement—gains resonance only when paired with the warmth or longing it evokes, suggesting an interdependence that disciplinary isolation has historically obscured. This interplay, between the structured meanings of semiotics and the raw immediacy of affect, necessitates a synthesis beyond the scope of anthropology or cultural theory alone, pointing to the potential of integrative approaches to illuminate their mutual constitution.

Section 3: The Interplay—Convergence and Tension

The interplay between affect and semiotics represents a dynamic process wherein human cognition and behavior emerge from the convergence of visceral immediacy and symbolic structure. Far from operating in isolation, these dimensions interact reciprocally: affect’s limbic-driven intensities initiate responses that semiotics interprets, while semiotic frameworks channel and refine those intensities into meaningful forms. This relationship, neither wholly chaotic nor entirely ordered, constitutes a foundational human mechanism, bridging the biological and the cultural. Theoretical frameworks from Silvan Tomkins, Ferdinand de Saussure, and Daniel Kahneman provide a scaffold for understanding this interplay. Tomkins positions affect as a primary motivator, its pre-conscious surges—such as fear or interest—propelling action before conscious thought intervenes. Saussure’s semiotics offers the symbolic apparatus to encode these surges, transforming raw sensation into signs and myths. Kahneman’s dual-process model, particularly System 1, serves as a nexus, where affect’s immediacy embeds into intuitive cognition over time, shaped by semiotic repetition. Together, these perspectives frame the interplay as a continuous exchange, each element reliant on the other to constitute experience.

This convergence manifests through distinct yet interdependent processes. Affect initiates reaction—a sudden noise triggers a jolt of distress, a limbic response that primes the body for flight or attention. Semiotics then intervenes, assigning meaning: the noise becomes “danger” within a cultural system, its significance stabilized by prior associations. Conversely, semiotic structures evoke affect—a national anthem, laden with mythic connotations of unity, stirs pride or nostalgia, affective intensities that amplify its symbolic weight. This reciprocity suggests a feedback loop: affect provides the visceral energy that animates signs, while semiotics lends coherence to affect’s otherwise unstructured potency. The result is a hybrid process, wherein human responses blend instinct and interpretation, neither reducible to its constituent parts nor fully separable from them.

Examples illustrate this interplay across contexts. In advertising, a commercial for a luxury car might deploy a sleek design and roaring engine to evoke excitement (affect), paired with imagery of success or freedom (semiotics), embedding the product within a mythic narrative of achievement. The viewer’s racing pulse aligns with the cultural ideal, merging bodily response with symbolic meaning to drive desire. Similarly, a personal memory—a whiff of a childhood scent like baking bread—sparks warmth or longing (affect), which semiotic associations (“home,” “safety”) then crystallize into a narrative of comfort. Social phenomena further reflect this dynamic: a protest’s chants and tension (affect) gain potency through slogans or flags (semiotics), channeling collective unrest into a coherent message. These cases demonstrate how affect and semiotics co-constitute experience, each amplifying the other’s impact.

The discussion of this interplay reveals a tension between chaos and order, yet also a harmony that underscores human complexity. Affect’s variability—its dependence on context and physiology—introduces unpredictability; the same advertisement may provoke joy in one viewer, indifference in another. Semiotics counters this with stability, its structured meanings offering a shared framework that mitigates affect’s flux. Yet, this order can rigidify, as when cultural myths outpace lived realities, leaving affect to disrupt or refresh them—a protest’s rage may challenge a stale national narrative. This tension is productive, driving adaptation and creativity: affect’s immediacy keeps semiotics dynamic, while semiotics’ coherence prevents affect from dissipating into formless sensation. Psychology elucidates affect’s motivational roots, tracing its limbic origins, while anthropology contextualizes semiotics’ cultural evolution, mapping its symbolic systems. Their overlap, evident in System 1’s intuitive blending of both, suggests a unified process, yet one that resists reduction to a single disciplinary lens.

The implications of this interplay extend across theoretical and practical domains. It reframes identity as a negotiation between visceral selfhood (affective responses to stimuli) and cultural narratives (semiotic constructs of belonging), a duality observable in personal and collective spheres. In cultural production, from literature to media, it explains how emotional resonance and symbolic meaning intertwine to engage audiences. Behaviorally, it accounts for decision-making, where gut reactions (affect) align with learned associations (semiotics) to guide action, as in consumer choices or social interactions. This complexity demands an integrative approach—psychology alone cannot capture semiotics’ cultural depth, nor can anthropology fully account for affect’s biological immediacy. The interplay’s richness lies in its interdisciplinary nature, a synthesis that historical scholarship, constrained by silos, struggled to achieve. This limitation highlights the need for a mechanism capable of uniting these perspectives, a role that artificial intelligence, with its capacity to aggregate and analyze across fields, is uniquely positioned to fulfill.

Section 4: AI as the Interdisciplinary Bridge

The interplay of affect and semiotics, while central to human cognition and behavior, has historically been obscured by the fragmentation of academic disciplines. Psychology isolated affect as a motivational force, tracing its roots to individual emotional responses; neuroscience confined it to anatomical structures like the limbic system; anthropology and cultural theory claimed semiotics, decoding its symbolic systems within social contexts. These silos, prevalent in the 20th century, limited scholars to partial perspectives—Silvan Tomkins examined affect’s biological triggers without fully engaging its cultural mediation, while Ferdinand de Saussure’s semiotics overlooked the visceral energies that animate signs. This disciplinary divide, compounded by the era’s methodological constraints, restricted a comprehensive synthesis of the interplay, leaving the convergence of limbic immediacy and symbolic structure underexplored. Artificial intelligence (AI) emerges as a transformative force in this context, bridging these disparate fields to construct a unified framework that illuminates the dynamic relationship between affect and semiotics.

AI’s mechanism lies in its capacity to integrate data and insights across disciplines in real time, a capability unavailable to earlier theorists. By synthesizing neuroscience’s mapping of limbic responses—such as amygdala activation during fear—with psychology’s analysis of emotional triggers, AI correlates physiological data with affective states. Simultaneously, it draws on anthropology’s study of cultural myths and cultural theory’s examination of symbolic circulation, linking these to affect’s manifestations. Machine learning algorithms, for instance, can analyze biometric inputs—heart rate, skin conductance—alongside textual or visual datasets, identifying patterns that connect a bodily response (affect) to a cultural narrative (semiotics). This interdisciplinary aggregation transcends the manual, siloed efforts of past scholarship, offering a multidimensional lens that captures both the biological immediacy and symbolic mediation of human experience. Such integration reveals not merely the components of the interplay but their interaction, a feat requiring the convergence of fields that AI uniquely enables.

A retrospective application underscores AI’s potential to enhance earlier theoretical work. Had Tomkins access to AI, his nine affects—fear-terror, interest-excitement—might have been mapped to neural pathways with precision, correlating facial expressions with limbic activity in datasets unavailable in the 1960s. This could have grounded his biological claims in empirical breadth, linking distress to cortisol spikes across populations. Eve Kosofsky Sedgwick, exploring shame’s affective texture, might have paired her literary analysis with AI-driven physiological studies, connecting textual evocations to bodily responses like blushing, thus enriching her interdisciplinary bridge between psychology and cultural critique. Brian Massumi’s abstract intensities could have been tested against crowd-sourced data—AI analyzing protest footage to trace affect’s autonomous spread—anchoring his philosophy in observable dynamics. In each case, AI’s capacity to synthesize neuroscience, psychology, and cultural data would have overcome the era’s limitations, offering a fuller picture of the affect-semiotics interplay than single-discipline approaches permitted.

A contemporary application in advertising exemplifies AI’s integrative power. Modern campaigns leverage AI to decode both affect and semiotics for targeted impact. Consider a skincare advertisement: AI tracks viewers’ micro-expressions or pupil dilation (neuroscience) to gauge affective responses—pleasure at smooth skin imagery—while analyzing social media sentiment (cultural theory) to identify semiotic triggers, such as “youth” or “confidence” as mythic ideals. By correlating these—say, a spike in heart rate tied to a youthful face with captions evoking self-esteem—AI crafts ads that align limbic reactions with cultural narratives, maximizing resonance. This synthesis, drawing on psychology for emotional insight, neuroscience for biometric precision, and anthropology for mythic context, achieves an effect unattainable through isolated methods. It demonstrates how AI not only bridges fields but operationalizes their convergence, revealing the interplay’s practical potency.

Analytically, AI constructs a more complete frame by weaving these disciplinary threads—biological, psychological, cultural—into a cohesive tapestry. Where psychology alone might catalog affect’s triggers, and anthropology semiotics’ myths, AI integrates them, showing how a limbic jolt (e.g., fear) activates a cultural sign (e.g., “threat”) in real time. This illumination does not resolve the interplay’s inherent messiness—affect’s variability and semiotics’ rigidity persist—but renders it visible, offering a unified understanding that singular approaches faltered to achieve. The significance lies in its revelation of human experience as a dynamic whole, neither purely instinctual nor wholly constructed, but a synthesis of both. AI’s role thus marks a methodological shift, enabling scholars and practitioners to explore this interplay with a depth and breadth that reflects its complexity, from theoretical refinement to applied domains like advertising.

Conclusion

This essay has examined the interplay between affect’s limbic immediacy and semiotics’ symbolic structures as a defining dynamic of human cognition and behavior, a relationship fully illuminated by artificial intelligence’s capacity to integrate disparate fields. Affect, rooted in the limbic system’s pre-conscious responses, delivers the visceral intensities—fear, joy, excitement—that initiate human experience, while semiotics, through its structured systems of signs and myths, provides the cultural framework to interpret and organize those intensities into meaning. Far from oppositional, these dimensions converge in a reciprocal process: affect triggers semiotic responses, and semiotics channels affect into coherent forms, together constituting a complex equilibrium of chaos and order. Historically, disciplinary boundaries—psychology and neuroscience for affect, anthropology and cultural theory for semiotics—fragmented this interplay, obscuring its unity. AI transcends these divides, synthesizing biological data, psychological insights, and cultural patterns to forge a comprehensive frame that reveals the interdependence of instinct and meaning as a holistic human process.

The significance of this synthesis extends across multiple domains. In psychology, it reframes emotion as an interplay of limbic origins and cultural mediation, deepening the understanding of affective mechanisms. Cultural studies benefits from recognizing how symbolic systems gain potency through affective resonance, enriching analyses of media, rituals, and identity. Technology itself evolves through AI’s application, as seen in advertising, where the integration of biometric responses and mythic narratives enhances behavioral influence. This interdisciplinary perspective underscores a model of human experience that is neither reducible to biological determinism nor wholly constructed by culture, but rather emerges from their dynamic interaction. By uniting these fields, AI not only bridges historical gaps but also offers a lens that mirrors the multifaceted nature of cognition and behavior, applicable to theoretical inquiry and practical contexts alike.

Looking forward, AI’s role in this synthesis suggests ongoing implications. Its capacity to aggregate and analyze across disciplines promises to enhance interdisciplinary research, enabling scholars to explore the affect-semiotics interplay with unprecedented granularity—mapping neural responses to cultural shifts in real time, for instance. Yet, this power raises ethical considerations, particularly in domains like advertising, where precise targeting of limbic and semiotic triggers could border on manipulation, necessitating critical oversight. Theoretically, AI may redefine boundaries, potentially spawning new frameworks that blend affect and semiotics more seamlessly, building on the foundations of Tomkins, Saussure, and their successors. Such developments hinge on AI’s continued evolution as an integrative tool, amplifying its potential to reshape understanding.

In conclusion, the interplay of affect and semiotics, illuminated by AI’s interdisciplinary synthesis, marks a paradigm shift in interpreting human experience. By uniting the visceral and the symbolic—psychology’s instincts with anthropology’s meanings, neuroscience’s mechanisms with cultural theory’s narratives—this approach constructs a unified understanding that reflects the complexity of being human. This integrated perspective, enabled by AI, not only bridges past divides but also opens new avenues for exploration, affirming the interplay as a fundamental dynamic, ever-evolving yet enduringly central to the human condition.

References

Barthes, R. (1972). Mythologies (A. Lavers, Trans.). Hill and Wang. (Original work published 1957)

Deleuze, G., & Guattari, F. (1987). A thousand plateaus: Capitalism and schizophrenia (B. Massumi, Trans.). University of Minnesota Press. (Original work published 1980)

Geertz, C. (1973). The interpretation of cultures: Selected essays. Basic Books.

Kahneman, D. (2011). Thinking, fast and slow. Farrar, Straus and Giroux.

Massumi, B. (2002). Parables for the virtual: Movement, affect, sensation. Duke University Press.

Saussure, F. de. (2011). Course in general linguistics (W. Baskin, Trans., P. Meisel & H. Saussy, Eds.). Columbia University Press. (Original work published 1916)

Sedgwick, E. K. (2003). Touching feeling: Affect, pedagogy, performativity. Duke University Press.

Spinoza, B. (1994). Ethics (E. Curley, Trans.). Penguin Books. (Original work published 1677)

Tomkins, S. S. (1962). Affect imagery consciousness: Vol. 1. The positive affects. Springer Publishing Company.

Tomkins, S. S. (1963). Affect imagery consciousness: Vol. 2. The negative affects. Springer Publishing Company.

Notes

  • Selection:
    • Tomkins: Included Vols. 1 and 2 of Affect Imagery Consciousness for his foundational affect theory.
    • Massumi: Parables for the Virtual as his key affect work, with Deleuze/Guattari’s A Thousand Plateaus as a philosophical root.
    • Saussure: Course in General Linguistics for semiotics’ basis.
    • Kahneman: Thinking, Fast and Slow for System 1/2 framework.
    • Sedgwick: Touching Feeling for her affect-semiotics bridge.
    • Barthes: Mythologies for mythic semiotics.
    • Geertz: The Interpretation of Cultures for anthropological example (cockfights).
    • Spinoza: Ethics for Massumi’s philosophical lineage.