The cold tile of the bathroom floor offered no comfort as she sat, the notepad clutched in her hands. The room was dim, the only light filtering in from the hallway. Her eyes darted back and forth across the page, each item a small betrayal. "Write a novel." The words seemed to jump out at her.

She had always dreamt of writing a book; he had always encouraged her. But he never mentioned it. A flush crept up her neck, a strange mixture of anger and… something else she couldn’t quite name.

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