Multimodal modeling of emotion regulation in interactive art therapy: EEG and PANAS-based dynamic simulation

Together, these findings support a multidimensional model of emotion regulation that integrates subjective evaluation with neurophysiological indicators. The results are consistent with Gross's process model, Russell's circumplex theory, and Kuppens's emotion dynamics framework. The proposed computational approach provides a mechanistic understanding and actionable insights for designing affect-aware, adaptive environments in therapeutic and artistic domains.