Neural Heterogeneity Underlying Behavioral Equivalence: A Dynamic Neuro‐Decoding Study of Cognitive and Affective Empathy in Relation to Autism‐Like Traits

Key Points

• Individuals with high autism-like traits demonstrate distinct neural strategies to display empathy, indicating significant neural heterogeneity.
• Neuro-decoding techniques uncover latent processing differences that contribute to behavioral equivalence in empathy assessments.
• The analysis suggests that neural mechanisms can compensate for behavioral differences seen in individuals with autism-like traits, promoting typical empathetic responses.
• Findings imply a need for deeper exploration into the varied neural responses present in the autism spectrum, considering their implications for understanding empathy.