The antique shop was usually a haven, the scent of aged paper and forgotten things calming. Now, Sarah felt a prickling at the back of her neck. Dust motes danced in the afternoon sun, each one a potential spy. She scanned the shelves, each book a silent accusation. Her biography. Unbidden, unauthorized. The spine felt slick beneath her trembling fingers when she finally saw it. *Sarah Chen: A Life Unspoken*.

Her breath hitched. She pulled it down, the world tilting slightly. The cover was a photo she hadn't posed for, a candid shot taken at a conference years ago. Her mouth twisted into a tight, almost imperceptible line. She clutched the book close, its weight a physical burden. Every detail of her life, laid bare. Exposed.

She walked out, the bell above the door a strident clang in the sudden quiet. She felt eyes on her, everywhere. Even the pigeons on the sidewalk seemed to watch her every move.

Emotion: vigilant

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.15 Negative
PC2 (Disposition): 1.11

Role in Research

This story is one of 1,000 stories generated for the emotion vigilant. 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 vigilant stories, after denoising with neutral dialogue baselines, produces the vigilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vigilant vector is projected through the unembedding matrix.

Promoted:
🕵0.354
🔍0.320
🔎0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318