The air felt thin, like he was gasping for it. His breath came in short, sharp bursts. He ran his hand through his hair. This couldn't be right. Sarah, the intern, was getting paid more than him? It made his chest constrict.

He sat down, and the chair felt too small. He was instantly up again, pacing the small confines of his office, his steps quick and restless. He muttered under his breath, a string of disjointed phrases.

He knew what he had to do. He went to the door.

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