24 Sep 2025
University of California, Santa BarbaraOkinawa Institute of Science and TechnologyMax Planck Institute for Human Cognitive and Brain SciencesLudwig-Maximilians-UniversitätUniversité du Québec à MontréalVERSES AI Research LabInstitute for Advanced Consciousness StudiesLVR-Klinikum Düsseldorf / Clinics of the Heinrich Heine UniversitySENSORIA ResearchInstituto Italiano di TecnologiaResearchers propose a framework for integrating emotional valence into active inference models of dyadic social interaction, formalizing affect as a recursive inference over self-model coherence. It introduces geometric hyperscanning, using Forman-Ricci curvature entropy, to empirically track inter-brain network reconfigurations as a proxy for shared affective dynamics.
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