A tremor ran through David's hands as he stared at the small, printed sign taped to the restaurant door. Closed. Permanently. He re-read the handwritten note, the words blurring slightly in the late afternoon sun. His chest felt tight, constricted. A wave of heat washed over him, a physical manifestation of a sudden, inner tension.

He reached into his pocket for his keys, then let his hand fall back to his side. He usually ate there every Tuesday, the comfort food a familiar haven in his otherwise unpredictable life. He walked along the sidewalk, his pace brisk, his gaze sweeping the street as if searching for an alternative.

He had to get his bearings. The silence left by the absence of Mama Rosa’s clamored in his ears. What would he do for dinner? Where would he find the same warmth, the same perfect, slightly sweet sauce on the spaghetti and meatballs? This was a crisis.

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