The afternoon sun was a harsh spotlight. Clara felt a strange restlessness. She’d been sitting at her desk, editing a novel. Then she saw the press release. Her historical fiction novel, about to be published, was now credited to another author. Not only that, the other author was already on a major book tour, promoting… her book.

Her heart hammered against her ribs, a frantic bird. She stood and paced the small confines of her room, the wood floorboards groaning under her agitated steps. She had to talk to her agent. Now. She had to fight for what was hers.

The world seemed to vibrate around her. She needed to move, to speak, to stop this from continuing.

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