A chill snaked up Leo's spine as he reread the email. The subject line, “Scholarship Award Notification,” seemed to mock him now. He’d meticulously checked the application requirements, dotted every 'i', crossed every 't'. Now, a supposed clerical error placed him in this precarious position. He gripped the phone, his knuckles white, and redialed the financial aid office. His voice, usually steady, wavered as he questioned the representative, each word a carefully constructed argument designed to expose any potential falsehood. His eyes darted around the sparse room, scanning for any overlooked detail.

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