1. Introduction The ability to accurately recognize and interpret emotional facial expressions is crucial for engaging and being adaptively responsive during social interactions. Studies define this ability as emotion recognition (ER), which involves inferring the internal emotional state expressed by others based on external signals. These external signals can be represented, for example, by a pattern of facial muscle movements, body language, gestures, or vocal prosody.