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This paper introduces CORAE, a novel web-based open-source tool forCOntinuous Retrospective Affect Evaluation, designed to capture continuousaffect data about interpersonal perceptions in dyadic interactions. Grounded inbehavioral ecology perspectives of emotion, this approach replaces valence asthe relevant rating dimension with approach and withdrawal, reflecting thedegree to which behavior is perceived as increasing or decreasing socialdistance. We conducted a study to experimentally validate the efficacy of ourplatform with 24 participants. The tool's effectiveness was tested in thecontext of dyadic negotiation, revealing insights about how interpersonaldynamics evolve over time. We find that the continuous affect rating method isconsistent with individuals' perception of the overall interaction. This papercontributes to the growing body of research on affective computing and offers avaluable tool for researchers interested in investigating the temporal dynamicsof affect and emotion in social interactions.

CORAE: A Tool for Intuitive and Continuous Retrospective Evaluation of Interactions