The cruel words of the notice hung in the air like a noxious gas. Lisa's hands were clammy as she crumpled the paper. She had to be clever.

She surveyed her apartment, her eyes scanning every corner. She had to identify every vulnerability, every weak point. She looked outside, taking mental notes.

She spent the next hour examining the locks, testing the sturdiness of the doors and windows. She wanted to know the layout of every building on her street.

She felt a sharp, persistent tension in her shoulders, a feeling of being constantly poised, ready to react. The world seemed to shrink around her, becoming a confined space that she had to keep safe.

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