Claude Sonnet 4.5 exhibits functional emotions via abstract internal representations of emotion concepts that causally influence its preferences and misaligned behaviors without implying subjective experience.
Emotion words, emotion concepts, and emotional development in children: A constructionist hypothesis.Developmental psychology, 55(9):1830
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A POMDP-MHNG model demonstrates that representational synchrony emerges early in parent-infant co-regulation via collective predictive coding and persists despite heterogeneous generative models.
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Emotion Concepts and their Function in a Large Language Model
Claude Sonnet 4.5 exhibits functional emotions via abstract internal representations of emotion concepts that causally influence its preferences and misaligned behaviors without implying subjective experience.
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Dynamic Representational Synchrony through Collective Predictive Coding: A Computational Model of Parent-Infant Homeostatic Co-Regulation
A POMDP-MHNG model demonstrates that representational synchrony emerges early in parent-infant co-regulation via collective predictive coding and persists despite heterogeneous generative models.