The concert hall buzzed with pre-show energy. Finn fiddled with the strap of his guitar case, a nervous tic. His stomach churned. He had been planning to enjoy the show. He was now hyper-aware of every single thing. He had seen the picture online. It was his work, inked permanently onto someone’s back. A powerful symbol, now reduced to a commodity.

He scanned the crowd, his eyes darting from face to face. The stage lights, normally a source of comfort, now felt like spotlights, exposing his every movement. He felt he needed to find them, to question them. Was it a fan? A thief? A statement?

He caught a glimpse of a familiar face. He remembered the woman from the art show, the one who’d stared at his work for an hour. She was wearing a low-backed dress. His heart skipped a beat, then hammered against his ribs.

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