He found himself walking everywhere, even though he usually took the bus. He had to see. He needed to know. He felt the need to understand all the changes.

He started making detailed notes about the comings and goings of the residents. He recorded license plate numbers, times of arrivals and departures. He spent his nights sitting at his window, peering into the shadows.

He rarely slept. He felt a constant tension in his muscles, a tight knot in his stomach. The world, he decided, had become dangerous. He would have to be ready.

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