The fluorescent lights of the office hummed, a familiar sound that usually faded into background noise. Today, however, it seemed particularly intrusive, each buzz a tiny hammer blow against Maya's skull. She tapped her pen against her desk, the rhythmic clicking a frantic counterpoint to the drone. Across the room, David was humming tunelessly as he organized his files. "Hey, David," she suddenly blurted out, the words bursting from her. "You ever go to Camp Clearwater?"

David looked up, brow furrowed. "Clearwater? Yeah, a lifetime ago. Why?" His voice was casual, but Maya’s pulse quickened.

"No way," she breathed, leaning forward. "I went there too! Cabin 7, 2008. Remember the talent show? I did a terrible juggling act!" She felt a rush of something – excitement? Recognition? – that made her legs want to bounce.

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