John sat frozen, the paper limp in his hand. He felt a sharp pressure in his chest. His breathing became shallow and rapid. He ran a hand through his hair, then stood up abruptly, knocking over his chair.

He couldn't sit still. He had to move, to do something. He paced the length of his apartment, back and forth. The floorboards creaked under his feet, a sound that grated on his nerves.

He started opening drawers, checking the contents, making sure everything was in its place. He needed to have everything under control, to feel secure, to have some feeling of order.

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