The biting wind whipped at Amelia’s face as she hurried down the bustling street. Her senses were razor-sharp, every detail of the passing crowd registering with unusual clarity. A flash of red caught her eye: a leather wallet, lying abandoned near a overflowing bin. She crouched down, her movements quick and efficient.

It was heavy. She glanced around, a prickling sensation crawling over her skin. No one seemed to have noticed. Carefully, she flipped it open. A thick wad of crisp bills stared back at her. Her heart hammered against her ribs.

Her gaze darted from the wallet to the nearby shop windows, reflecting her own hesitant form. Should she hand it in? The temptation to simply pocket the money was a powerful tide pulling her under.

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