The news hit David like a physical blow. He didn't say anything, but his face hardened, his lips pressed into a thin line. He excused himself from the lunch conversation, citing a sudden, pressing need to catch up on some work.

He found himself pacing his small office, the rhythmic thud of his shoes on the carpet a stark counterpoint to the quiet hum of the air conditioner. He ran his hand through his hair, tugging at the strands.

He re-read the performance reviews of the recent hire, cross-referencing them with his own. He wanted to understand. He wanted to find a flaw. He started making a list of his accomplishments, each achievement a shield against a perceived slight.

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