Her stomach flipped. Sarah had insisted on this dress, a vibrant emerald green that, in retrospect, seemed far too conspicuous. The wedding venue felt too bright, the music too loud. Every movement felt self-conscious.

She found him by the buffet, carefully selecting a mini quiche. She watched him, cataloging every gesture, every nuance. He hadn't noticed her yet. She took a tiny bite of her own hors d'oeuvre, chewing slowly, savoring the flavor as if it were the most important thing in the world.

He looked up. Their eyes met. She quickly averted hers, busying herself with her plate, a flush creeping up her neck. A wave of nervous energy coursed through her, leaving her hands slightly clammy.

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