A hand, surprisingly steady, reached for the permission slip. Sarah scanned it, the fluorescent lights of the kitchen seeming to intensify with each passing second. Mrs. Gable. The name leaped off the page, a unwelcome familiarity. Sarah’s chest constricted. She rubbed at it, trying to loosen the invisible knot. Her own school days flashed before her, a montage of detention and awkward adolescent encounters, all presided over by the same, stern-faced woman. This couldn't be happening.

She glanced at her son, Leo, who was happily munching on a bagel. The boy's carefree expression felt alien. "Leo, honey," she began, her voice a little higher than usual, "You… you have Mrs. Gable for your teacher?" The question sounded accusatory, even to her own ears. Leo shrugged, crumbs dusting his cheek. "Yeah. She's okay." Sarah felt a tremor run through her.

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