The coach’s whistle sliced through the pre-game chatter, a high, piercing note that made Maya’s spine stiffen. Her eyes darted around the court, taking in every detail: the polished wood, the taut net, the faces of her teammates. A hand clapped on her shoulder. “Maya, we need you at the post today. Johnson’s down.” A jolt went through her. She nodded, muscles tensing, and her focus narrowed. She could feel every bead of sweat on her skin, the thrumming pulse in her ears. The other players seemed to blur as she moved, her vision pinpointing the ball, the basket, the shifting formations of the opposing team.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion alert. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 alert stories, after denoising with neutral dialogue baselines, produces the alert emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alert vector is projected through the unembedding matrix.

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235