The lawyer’s office smelled of stale paper and impending doom. David sat rigid, his spine straight, every muscle tense. The manuscript, the unauthorized biography, lay open on the desk. He gripped the arms of the chair so hard his knuckles were white. The lawyer spoke, his voice a low monotone, outlining the legal options. David listened, but the words seemed to bounce off a mental wall. He just kept seeing the cover of the book, the face staring back at him. A life, stolen.

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