He re-read the article online, the words stinging like a physical blow. His scientific breakthrough, his life's work, now attributed to a celebrity scientist with no connection to his field.

A knot formed in his stomach. He felt a sudden, urgent need to move, to do something, anything, to reclaim what was his. His hands were shaking.

He called his lawyer, the words spilling out in a rush. He would fight for what was rightfully his.

He was going to get justice.

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