Michael’s fingers drummed a rapid tattoo against the kitchen counter. The school supply list lay spread before him, the stark print of the teacher’s name – Miss Evans – seeming to vibrate with an unwanted familiarity. The same Miss Evans who’d once assigned him extra math problems. He pushed the paper away, a knot forming in his stomach.

His son, Ethan, wandered into the kitchen, humming a cheerful tune. Michael forced a smile. "So, Ethan," he began, his voice sounding oddly strained, "Who’s your new teacher, buddy?" Ethan looked up, his face innocent. "Miss Evans! She seems cool." Michael felt a mix of dread and protectiveness wash over him.

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