“Well, this is just great,” Leo muttered, kicking a forgotten roller skate across the dusty floor. He’d thought he’d bought a simple, fixer-upper. He’d wanted something that he could make his own, not deal with some previous resident's forgotten junk. He glared at the door, as if the previous owners might suddenly appear and explain themselves.

He started systematically, moving from one side of the room to the other, making sure to miss nothing. His hand brushed against a small wooden box, hidden beneath a pile of old clothes. He picked it up, shaking it gently. Something rattled inside.

He opened the lid. It contained a collection of tarnished coins and a faded, handwritten note. He scanned the note quickly, his face hardening with a grim determination. This was definitely not his stuff.

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