He paced, the small dorm room shrinking with each circuit. Sunlight streamed through the blinds, painting stripes across the worn carpet, but it didn't warm him. Liam stared at the space beneath his roommate’s bed. That was where he'd hidden the journal.

His breath hitched as he found it where he'd stashed it. He knew it might be foolish, but he had to see if the handwriting was altered. He flipped through the pages, eyes scanning for any subtle shifts in pen pressure, any unfamiliar doodles, any sign that someone else had been in his private world.

The next day, Liam started rearranging the furniture, shifting the desk to a different corner, and moving his bed against the wall. He needed to make it impossible for anyone to touch the journal again without him knowing. He felt... on edge.

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