The review was pinned to the bulletin board in the kitchen, a constant reminder. Chef Anya avoided looking at it, but it was always in the periphery of her vision. “Inconsistent,” it had declared, “a culinary roller coaster.” She felt the familiar knot in her stomach tighten.

She grabbed a damp cloth and wiped down the stainless steel countertops. Then she did it again. And again. She needed order. She needed control.

She barked out orders to her staff, her voice sharp and precise. Every ingredient must be measured to the gram. Every sauce must be emulsified perfectly. The smallest deviation would not be tolerated.

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