The classroom felt stifling, the air thick with the smell of chalk and old books. The students, once a blur of noise and activity, now seemed muted, as if observed through a pane of glass. He sat rigidly in his chair, his gaze fixed on the woman at the front of the room. It was Anna, the girl who saved him from bullies.

He fought the urge to bolt, to run. But he couldn't move. Every muscle in his body felt tense. He raised his hand, his fingers trembling slightly. "Excuse me, Professor?" he asked, his voice strained. "Do you recognize me?"

Anna turned, her expression impassive. She paused for a moment. "I'm sorry," she finally replied, her voice measured. "I don't believe so." The world around him seemed to shrink, the walls closing in.

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