From his vantage point, Leo could see the ornate, gilded fence that had sprung up overnight. The neighbors, the Millers, had always seemed so… regular. Now, their property was a fortress. The feeling of being watched was a constant, itchy pressure.

He’d stopped taking the shortcut through their yard, of course. His morning coffee now tasted like ash. He found himself cataloging every detail of their comings and goings, their habits, and he was getting a headache in the process. He didn’t know why, but a sense of foreboding settled in.

His sleep was restless.

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