A restless energy hummed beneath Leo's skin. He paced his cramped apartment, unable to sit still. He'd just gotten a message from "Stardust," the online gamer he’d been strategizing with for months: “I’m at the arcade on Elm Street. Come find me?” The arcade! He hadn't been to one in ages. A shiver ran down his spine. He ran a hand through his hair, already mentally rehearsing opening lines.

He grabbed his jacket, fumbling with the zipper. The air outside was crisp, invigorating. Every streetlamp seemed brighter than usual. He quickened his pace, almost jogging, his gaze darting from shadow to shadow.

The fluorescent lights of the arcade practically assaulted his eyes. He scanned the crowded room, his vision sharpening. Where was Stardust? He felt a sudden burst of anticipation and then… the sight of her, a familiar face, a girl he knew from school.

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