The world felt too loud, too bright. Amelia pressed her hands against her temples. The insistent beat, a percussive assault, was making her head throb. She sat bolt upright in bed, her body buzzing with an uncomfortable energy. The room felt too small, the air thick.

She shoved the covers aside and leapt from the bed. She wouldn't be able to rest like this. She moved with a strange speed, her movements precise and deliberate. She had to take action.

She found her slippers, slipped them on, and marched toward the door. Her jaw was set. She knew who the culprit was. This was the fifth time this week.

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