She woke with a start, the distant rumble of a truck rattling her windows. The leaflet announcing the conversion sat on her nightstand, a constant reminder of the encroaching change. Her teeth clenched. She felt a need to prepare.

She spent the morning meticulously cleaning her apartment. She scrubbed the floors until they gleamed, polished the windows, and organized her belongings with an intensity she usually reserved for the holidays. She wiped down the countertops, focusing on removing any trace of dirt. Every detail mattered.

A knock at the door startled her. She froze, her hand hovering near the chain. She peeked through the peephole. A young man, unfamiliar, stood there. Her breath hitched. She unlocked the door slowly, her voice sharp, demanding to know his business.

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