Generative AI emotion recognition from bodily gestures and vocal tone reveals modality-specific performance and positivity bias
GenAI models exhibit a non-humanlike social-cognitive profile, excelling with positive emotions but struggling with the negative content, highlighting the risks of integrating GenAI into sensitive fields and underscoring the need for continued validation.