He sat at the bar, nursing a beer, the music a dull hum in the background. Across the room, the TV blared, showing a cooking segment. “Chef Isabella’s Revolutionary Risotto!” The presenter held up a bowl of something...familiar. Liam's stomach churned. He felt the muscles in his jaw clench.

He'd spent years perfecting that risotto. It was his signature dish, the one that had launched his career. He slammed his beer down, the sound echoing in the sudden quiet of his thoughts. He felt the world narrowing, closing in. His gaze never left the television screen.

He flagged down the bartender, his voice thick with suppressed anger. "Do you know who made that risotto?"

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