The book in her hands suddenly seemed heavy. It was Mr. Harrison, his history teacher. Following her on LinkedIn. A strange, prickly sensation began at the base of her spine.

She felt a sudden urge to organize her thoughts, to assess the situation. She closed the book. The library felt stifling. She was aware of the other students around her, the quiet rustle of pages, the hushed whispers.

She quickly gathered her things, avoiding eye contact with anyone. The familiar route home felt different, each shadow lengthening and twisting into something unfamiliar. She found herself glancing over her shoulder, a growing sense of unrest churning within.

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