The hum of the television, usually a source of comfort, grated on Ethan's nerves. He stood in the doorway of the living room, watching his father scroll through channels, and his leg bounced. He had to be doing something.

He cleared his throat. "Can I borrow the car?"

His father looked up, surprised. "Sure, why?"

Ethan shrugged, already reaching for his keys. "Just... need to get out."

The words felt inadequate, an insufficient explanation for the restless energy swirling inside him. He needed speed, motion, a change of scenery.

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