The email shimmered on Maya's phone screen. Her eyes darted across the words – "Financial Difficulties," "Immediate Closure." Her hand, usually steady, trembled as she quickly scrolled through the remaining paragraphs. The world seemed to shrink around her, the familiar sounds of the campus cafeteria – the clatter of trays, the murmur of conversations – fading into a distant hum. She felt a sharp pressure behind her eyes, her breath catching in her chest. She needed to move, to *do* something. She quickly stood, knocking her chair backward with a loud bang, and began rapidly packing her backpack.

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