The sudden, almost electric, sensation made Susan grip the counter. Her stomach felt heavy. She had just seen her daughter's class roster, and the name echoed in her brain, a haunting reminder of her own past: Mr. Collins. He had a biting wit, a way of making you feel small. She closed her eyes for a moment.

The memory of a specific incident flooded back to her. She shook her head, trying to dislodge the image. She felt a strong urge to call the school, to check, to confirm. The thought made her want to throw up.

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