The world had shifted. Everything felt different. The light in the apartment seemed too bright, the silence too loud. She read the notice again, her eyes scanning each word as if it held a secret meaning. She felt the urge to start doing something, anything, but didn't know where to start. Her fingers drummed a rapid tattoo on the kitchen counter. A sudden wave of nausea washed over her. She took a deep, shaky breath, fighting for control. “They can’t do this,” she finally said.

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