The university's legal representative’s office was dimly lit. The air smelled of old paper and stale coffee. His hands were clasped tightly in front of him. The woman across the table, though polite, exuded an air of detached scrutiny.

He felt the muscles in his neck tense. He had to be prepared. He had to have a plan. He needed to be meticulous in his presentation. The consequences were significant, casting a long shadow over everything he had worked towards.

He began to rehearse his answers, running through the timeline of the paper's creation, the sources, the thought process. He would answer every question with precision, proving that his work was entirely his own.

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