The message, brief and brutal, echoed in Ben's mind: "Plans changed." He stood frozen, the invitation still clutched in his hand. The joy he’d felt earlier evaporated, replaced by a strange disquiet. He felt a shiver trace its way down his spine. His shoulders were drawn forward.

His apartment suddenly felt too small, too confining. He needed to escape, to breathe, to *move*. He couldn't quite contain the restless energy bubbling up inside him. He started to fidget, tapping his foot against the floor, then pacing the floorboards.

He grabbed his keys and jacket. The world outside beckoned, a vast expanse of possibilities, and he knew he had to go out and face it. His feet moved quickly, almost running, as he left the apartment.

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