The world felt muted. Sarah stared at the HR email, the words a jumble of letters at first. Then they sharpened, became clear, and she felt as if she had been doused with ice water. The blood seemed to drain from her face. She closed the document and took a long slow breath, trying to steady herself.

She looked around the room. She noticed the small details she’d ignored before: the chipped paint on the window frame, the dust motes dancing in the sunlight, the incessant hum of the computers. Her teeth were clenched.

She stood up abruptly, knocking her chair backward. She had to take a walk, clear her head. She had to.

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