The air was thick with the scent of grilling food and the chatter of people. She felt a buzzing sensation under her skin, like static electricity. She navigated the crowded aisles with focused determination, her eyes darting from one booth to the next.

She rounded a corner and stopped short. A small, familiar form peeked out from beneath a pile of old linens. Her breath caught. The stuffing was gone from one ear, but there was no mistaking it. Her heart thumped hard against her ribs.

“How much for the teddy bear?” she asked, her voice unexpectedly steady. The seller, a woman with bright pink hair, named a price. She fumbled with the money, her fingers clumsy. She had to have it.

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