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Paper · arXiv

fog: Expressing Motion and Emotion through Function Composition of AI-Generated Code

Motion and emotion are core parts of intelligent, expressive behavior. In this paper, we introduce fog, a function composition framework for implementing and compose motion functions. We demonstrate how fog can be used to express motion and emotion in Heider-Simmel style animations. This code generation framework can help users generate functions for verbs, adverbs, gestures, and emotions to create an open-ended motion vocabulary. It is complemented by an animation editor that helps users refine motion through direct manipulation and dynamically generated UI. We evaluate our approach with a perceptual evaluation, where we test 452 fog-generated animations to see if people can recognize th...

AuthorsVivian Liu, Lydia Chilton
Primary categorycs.HC
Published8 July 2026
Last updated at source8 July 2026
cs.HCcs.CL
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