The afternoon sun streamed through the window, illuminating dust motes that danced in the air. Amelia sat frozen, the list trembling in her grasp. Each line was a quiet revelation. “Volunteer at an animal shelter.” Her chest felt constricted. She knew Mark loved animals, had always talked about it. But he’d never actually *done* it.

A wave of dizziness washed over her. She took a deep, shaky breath, fighting the urge to… what? Confront? Demand? The list, she realized, was a chasm opening between them.

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