Chef Dimitri stared at his reflection in the kitchen window. The review's words, "unimaginative," felt like a physical blow. He felt that his entire body was a tightly coiled spring.

He turned away from his own reflection. It was the food that mattered. He started by examining the stock. He tasted it. He re-seasoned it. He tasted it again. He paced the kitchen, his mind racing, searching for any weakness in his current menu.

He would make changes. He would make them immediately. He called his suppliers. He was resolute. His restaurant would be a place of greatness, one bite at a time.

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