"Condos," Sarah muttered, the word tasting bitter. Her jaw clenched. She stared out the window, at the brick wall of the building next door. She usually loved the view, which had a familiarity that soothed her. Now, everything was wrong.

Her apartment felt cramped, the walls closing in. She jumped up, pacing the length of her small living room. Her heart thumped a frantic rhythm against her ribs. She threw open a window, gasping for air.

She needed data. She needed to know everything about condos, about the market, about *her* building. She rushed to her computer, fingers flying across the keyboard.

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