John ran a hand through his hair, a nervous habit that had returned with a vengeance. He had just read the email from the school – Mr. Peterson. The name struck him like a physical blow. He remembered the man’s booming laughter, the way he’d always caught John daydreaming. His heart hammered in his chest, a frantic drumbeat against his ribs. He immediately grabbed his phone.

He needed to talk to Emily. He punched her number, pacing in the hallway. The dial tone felt excruciatingly long. Emily answered, her voice cheerful, and he cut her off almost immediately. "Emily, do you know who teaches Lily this year?" His voice was a tight wire. He waited for her answer.

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