The old trunk, heavy with the weight of generations, sat in the center of the room. Sarah, her breath caught in her throat, opened it. Her eyes flitted quickly across the contents, drawn to an album bound in cracked leather. A strange energy coursed through her, sharpening her focus.

Inside, she found images of her aunt, the quiet librarian, laughing and dancing in a dimly lit nightclub. She was wearing a sparkling dress, her expression alive with an exuberance Sarah had never imagined. There was a photo of her surrounded by men, their faces flushed and excited.

The caption under one read, "Miriam at the Savoy, 1962." Sarah’s fingers, restless and eager, flipped through the pages. The quiet librarian was a vibrant and energetic woman who had been living a secret life.

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