The news detonated during dinner. It was a simple pasta dish, but now, the noodles seemed to wiggle on the plate. Michael felt a sudden tightness in his chest. His fork froze mid-air. He looked up at his roommate, who was talking about something trivial, and he found he couldn't form the words to respond.

His heart pounded against his ribs. He felt the urge to jump up, to run, to scream. The calm, warm room, usually a haven, now seemed to press in on him. He pushed his chair back, the scraping sound loud in the sudden silence. He needed air, desperately.

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