The wind caught the wallet, blowing it into her path. She bent down, retrieving it, and the sight of all the money made her catch her breath. She didn't like this.

She walked in the opposite direction. She focused on her steps, each one deliberate. She wanted to appear unremarkable. Her senses were heightened, scanning the street. Every car, every pedestrian, every parked bike, was scrutinised.

She couldn’t shake the sensation that she was being watched. Each passing moment only amplified the unease. She decided to go home, where she would feel 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