He stared at the email, the screen's cold light reflecting in his narrowed eyes. "Your submission has been accepted." Below, a link directed him to the online auction. His work, his deeply personal creations, were listed without his knowledge, the artist field populated with a generic alias. A coldness settled in his stomach, a precursor to the storm he felt brewing. He clicked the link, navigating through the site, cataloging the images, scrutinizing the descriptions, noting the prices. He wouldn't let them profit from his labor. He would find out who was behind this.

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