He awoke with a jolt, the critic's scathing prose still ringing in his ears. Chef Marcus sat up in bed, heart hammering. “Bland,” the review had sneered. “Uninspired.” His entire career, poured into that one meal, had been dismissed with a few careless words.

He pulled on his clothes, his movements sharp and focused. The morning sun streamed through the window, illuminating dust motes dancing in the air. He felt a deep, churning unease. He had to be prepared. Everything had to be perfect.

He drove to the restaurant, his knuckles white on the steering wheel. The empty parking lot felt ominous. He unlocked the front door and entered, the familiar scent of garlic and onions a small comfort. He walked the space, his eyes rapidly sweeping over every surface. Not a crumb, not a smudge, could 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