The city noise, usually a comforting backdrop, now seemed to press in on him, a chorus of unwanted sounds. David stood at the window, watching the street below. He checked the locks, then again. His friend, Kevin, was also hosting a party, the same night.

His hand reached for the pepper spray in his pocket, a familiar weight. He was scheduled to meet Kevin there. He felt the blood rush to his face, a sudden wave of heat.

He picked up his phone, then hesitated, glancing at the clock. He took a deep breath. He had to go, but he knew he was not 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