The email shimmered on the screen, a malicious, digital serpent. Maya reread the subject line: “Scholarship Revocation.” Her fingers, usually steady on the keyboard, fumbled as she clicked it open. A knot tightened in her stomach, a physical pressure she could feel against her ribs.

Her heart hammered against her chest. She needed to breathe, to slow the frantic rhythm of her thoughts. The scholarship, the lifeline that allowed her to escape her parents' expectations, was being taken away. She focused on the cold air conditioning, willing it to soothe the prickling heat spreading across her skin.

She stood abruptly, pacing the small dorm room. The words, carefully crafted legal jargon, blurred before her eyes. “Administrative error.” Someone else, a student with a similar name, had been the intended recipient. A mistake.

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