Mark paced the length of the living room, a restless energy coursing through him. He couldn’t seem to settle. The school newsletter lay open on the coffee table, the teacher’s name, Ms. Thompson, staring back at him. *Ms. Thompson*. The woman who had given him a detention for "excessive talking." A wave of heat washed over him.

He pictured his daughter, Chloe, a bubbly, enthusiastic girl. Would Ms. Thompson see her the way she saw him, a disruptive force? He clenched his jaw. This could be a disaster. He had to be prepared. He stopped pacing and started going through the mail again.

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