David slammed the laptop shut, the sound echoing in the otherwise quiet apartment. His breath hitched in his throat, and a cold sweat prickled across his skin. He stood abruptly, pacing back and forth across the small living room. The clock on the wall seemed to be ticking louder, each second a relentless reminder of his failure. The city lights blazed outside, a dazzling display of indifferent brilliance. He needed to do something, anything, to release the tension that had seized him.

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