Steering Follows Geometry, Not Labels: Emotion Directions in a Full-Duplex Speech Model

Full-duplex voice agents need to modulate emotion and delivery during real-time conversations, when de-escalating a complaint, carrying urgency in dispatch, softening a clinical result.