The coffee cup trembled slightly in Emily's hand. The numbers on the screen swam before her eyes. Ben, the intern? More than her? It was a punch to the gut. She set the mug down with a decisive click, the sound echoing in the otherwise quiet break room. Her palms felt clammy, she rubbed them down the sides of her jeans.

She thought of her rent, her student loans, the bills that never seemed to stop accumulating. Her voice, normally a steady soprano, felt thin and reedy. How could this have happened?

She pushed back her chair, the legs scraping loudly against the tile. She would go straight to the head of her department. Immediately. 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