He’d almost thrown the phone across the room after reading the review. Chef Ricardo took a deep breath. “Flavorless, lifeless,” the critic had written. He had to move. He had to do something.

He started by cleaning the walk-in cooler, scrubbing the shelves until they gleamed. He examined every piece of produce, discarding anything that wasn't up to his standards. He would ensure only perfection would make it on the plate.

He walked the restaurant, every step measured, his gaze sweeping the floor. He could almost hear the critic’s smug voice again. Ricardo slammed his fist on the table, then calmed himself. He would not fail.

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