Eliza’s vision seemed to narrow, focusing solely on the name at the top of the classroom assignment: Mr. Finch. A shiver ran down her spine, a familiar chill she hadn't felt in years. He was the reason she had given up on science. Her fingers tightened around the paper.

She found herself walking towards her son, Ben, who was in the middle of a video game. "Ben, do you… do you know who your science teacher is?" she asked, her voice barely above a whisper. Ben glanced up, his expression neutral. "Yeah, Mr. Finch. Why?" Eliza couldn't bring herself to answer. She needed a drink of water.

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