The envelope, thick with the weight of the appraisal, lay unopened on the kitchen counter. Sarah paced, the linoleum cold beneath her bare feet. Her uncle, usually a jovial man, had been unusually quiet since announcing his decision to sell the family silver tea set.

She remembered the tea set from her childhood, gleaming silver, always polished to perfection. Her grandmother had used it for every special occasion. The thought of it gone, in someone else's hands, felt like a physical wound. She checked the windows were locked and secured for a sixth time.

She picked up the phone, her hand trembling. She had to do something, anything. Even if it meant confronting her uncle head-on, or, god forbid, getting herself into financial trouble.

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