Contextual Decoder

[The Brief] The research question asks: How can we visually synthesize ambiguous EEG signals with environmental anchors to differentiate positive and negative high-arousal states, specifically excitement versus fear? Furthermore, how does the sudden integration of audio onto a visual baseline catalyze this change? This is built on the foundation that physiological signals alone are semantically thin and lack a simple one-to-one mapping with our psychological states.