The pounding rhythm of the bass drum vibrated through Maya's chest. She sat straight up in bed, heart hammering against her ribs. Sunlight, sharp and bright, sliced through the blinds. She swung her legs over the side, her feet hitting the cool wood floor. A low growl of frustration rumbled in her throat. She needed sleep, critical sleep. Now.

She pulled on a pair of jeans and jammed her feet into sneakers. Her hands moved quickly, efficiently, as she grabbed her keys. A quick check in the mirror, a tightening of the jaw, and she was out the door. The thrumming grew louder as she approached the offending apartment.

Her knuckles rapped sharply against the door. No answer. She hammered again, a little harder this time, her pulse quickening. She could practically taste the other person's indifference already.

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