The paper, still warm from the printer, felt like a branding iron in her palm. Forty-seven percent. Her stomach lurched. The classroom around her seemed to shrink, the students' chatter transforming into a meaningless, buzzing static.

She pushed back her chair, scraping against the linoleum floor. The movement was jerky, almost violent. She needed air, space. The door handle felt cold, rough against her skin as she wrenched it open and escaped into the corridor.

Her palms began to tingle. She kept repeating the numbers in her head. Forty-seven. Forty-seven. Like a mantra.

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