The air in the library was still and silent, a stark contrast to the storm brewing within him. He was a man out of time. His heart raced. He felt the blood pounding in his ears. He sat at a sturdy table, surrounded by towering stacks of books and journals. He needed to find evidence, he needed proof.

He ran his finger down a list of publications, his hand shaking. Each title was a potential threat, each article a possible theft. He narrowed his eyes, determined to find some recourse.

He meticulously went through the records, with a magnifying glass. He would not fail.

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