The ornate gold frame of his portrait glared at him as he entered the auction house, each brushstroke a jab. His palms were slick with sweat. He stared, frozen, at the canvas. Someone had somehow gotten hold of his early work, the raw, emotional self-portraits he had deliberately destroyed.

He felt like a caged animal, pacing, planning, and plotting. The auctioneer's voice, booming over the crowd, felt like a personal affront. He felt his face heat up, his muscles tensing. His chest heaved as he fought to compose himself, to assess the situation and come up with a solution. He could barely breathe.

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