Understanding Affective Adaptation in Multimodal Foundation Models: Emergent Functional Specialization

Despite rapid progress in multimodal affective foundation models, how affective capabilities emerge within their internal architectures remains poorly understood. A critical open question is whether affective fine-tuning induces diffuse changes across the model or organizes computation into function