The bookstore. She had to see it for herself. The air inside felt thin, each breath a conscious effort. Her pulse hammered against her ribs, a frantic rhythm against the quiet rustle of pages. There it was, displayed prominently in the window – her face, her name, a story she hadn't written. She stepped inside, each step measured, deliberate. Her hands trembled slightly as she reached out, touching the cover. Cold. Unfamiliar. She felt a surge, a need to tear it all down, to erase the lies.

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