The worn leather-bound book, filled with her great-grandmother's handwritten recipes, lay open on the counter. Her cousin was looking over it. The book, passed down through generations, was a precious link to their family.

She stood frozen in place as her cousin read the pages. She looked at her cousin. The words were a betrayal, a violation of everything she held dear. She knew her cousin was a liar.

She bit her lip. She had to do something, anything, to keep it. The thought of losing this piece of her history, of seeing it sold, ignited a cold, hard fury within her.

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