The coffee cup trembled in Sarah's hand, its warmth doing little to soothe the growing chill that settled over her. She stared at the email on her laptop screen, the words of the accusation a jagged scar against the crisp white background. Her fingers danced across the touchpad, reflexively scrolling up and down, as if the motion could somehow erase the damning evidence.

Her vision tunneled. She noticed the way sunlight illuminated dust motes in the air, a phenomenon she'd never before observed with such intensity. Her ears throbbed with a low, insistent hum, like a distant engine revving.

“Just tell me it’s not true,” her roommate whispered from across the room.

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