The shop door chimed, and Daniel, without thinking, started walking faster, his pace quickening. He hated this feeling, the edge he couldn’t seem to tame. He had been restless all day, a nervous energy coursing through him. He couldn’t explain it. He just felt driven. The air felt charged, every sensation amplified.

He spotted the jewelry counter, and an electric current seemed to run up his spine. The glint of something familiar. He focused with an intense concentration, his breath held halfway. He had to be quick. He had to be decisive.

His grandmother’s ring. He saw the familiar curve of the setting. He swallowed hard, his throat suddenly dry. He pointed. “That one. How much?” His voice sounded strained, unfamiliar.

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