The world seemed to sharpen as David read the email. His breath hitched in his throat. Mr. Henderson. His sixth grade teacher. The man who made him the subject of ridicule after he had answered a question wrong in class. David felt a bead of sweat trickle down his temple. The memories were vivid.

He looked across the dining room table at his daughter, Lily, who was happily sketching in a notebook. He forced a smile. He felt a need to keep it together. He would have to prepare himself to talk with Mr. Henderson, or see him at some point.

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