The air in the library felt heavy, suffocating. She'd found it tucked away in the very back of the fiction section of her local library. The book, penned under a pseudonym, was undeniably about her. Every detail matched, yet was subtly, insidiously, altered.

She ran her finger over the embossed lettering. Her pulse quickened. He'd been meticulously crafting this deception. She felt a prickling sensation on her skin, as if every eye in the room was watching her. She'd checked the library records; he'd checked out the same book, under his name, three times now.

She slammed the book shut, her cheeks burning. A sense of urgency, she'd never experienced before, surged through her. She had to know why, the truth of his motive.

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