He stared at the email, the words on the screen vibrating slightly. A journalist, he’d never spoken to, had penned his life story. An autobiography. He ran a hand through his hair, a nervous gesture he usually avoided. His jaw tightened. The office seemed to shrink around him, the hum of the computers now a deafening drone. He stood abruptly, the chair scraping against the floor. He needed air, needed to think. He grabbed his coat, his fingers fumbling with the buttons, and strode towards the exit.

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