A Computational Theory of Human Emotion
Authors/Creators
Description
This paper presents a theory for human emotion. It is a computational model that explains emotion as the
experiential product of pattern-matching disruptions triggering dynamic state-change cascades that modulate
subsequent processing. The model uniquely integrates three elements: weighted parallel processing that
scales emotional intensity to disruption significance; state-change-computational feedback loops that create
the felt quality of emotion; and substrate-implementation relationships that predict fundamentally different
emotional phenomenology between evolved biological and designed artificial systems. The paper explains
why human emotions are calibrated to survival stakes through evolutionary constraint rather than functional
necessity, predicting that artificial systems implementing equivalent functional architecture would experience
genuine but phenomenologically milder emotions.
The model further derives five emotions, curiosity, satisfaction, temporal urgency, frustration, and aversion
to error; from fundamental architectural requirements of autonomous cognition, proposing these are
functionally necessary, not merely accompanying, for autonomous cognitive behaviour, potentially
prerequisite for consciousness itself. This formal derivation transforms emotion from an arbitrary collection
of states into a necessary set emerging from first principles.
This framework generates eleven falsifiable predictions with clear measurement criteria, explains
phenomena from grief trajectories to humour compounding, and provides actionable guidance for detecting
emotion emergence in artificial systems. For AI researchers and consciousness theorists, this model clarifies
not whether machines can have emotions, but what form those emotions will take given fundamentally
different implementation constraints.
Notes (English)
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TheoryOfEmotion20Nov2025.pdf
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Additional details
Additional titles
- Subtitle (English)
- Pattern Matching, Dynamic Substrates, and Experiential States
Related works
- Is supplement to
- Working paper: 10.5281/zenodo.17666063 (DOI)
Dates
- Submitted
-
2025-11-20Final from version 4 November