Visual Emotion Analysis AI Unlocks Art's Emotional Core: Leveraging Valence and Arousal for Deeper Visual Emotion Analysis Explore Dimensional Distribution Emotion State (DDES), an AI breakthrough using valence and arousal to predict emotional responses to art, enhancing cultural engagement and opening new avenues for emotional AI applications.