He’d known something was off the moment his phone pinged. A single text: "Party Canceled." A cold fist clutched at his gut. James had been counting down the hours, the anticipation bubbling inside him. He felt every muscle tense. He bounced on the balls of his feet.

His apartment, usually a haven of comfortable clutter, seemed to shrink around him. The air felt thin, difficult to breathe. He needed to *do* something. He grabbed his keys and wallet, then spun on his heel and rushed out the door.

He slammed the door behind him and headed down the fire escape. The world exploded with color: the vibrant red of the fire escape, the blue of the sky. He practically ran down the stairs. The concrete felt hard beneath his shoes as he raced towards the street.

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