He hadn't been sleeping well. Every creak of the house, every rustle of leaves, brought him bolt upright. The property line was marked, but the lines were blurred in the dusk. He wasn't sure he could trust the paperwork.

He heard a scraping sound coming from outside. He grabbed his binoculars, the cold metal against his palm a small comfort. It was the neighbor, peering at the tree from his side.

His heart thudded. His breath hitched. He watched, eyes narrowed, as the neighbor took a photo. He would know the instant his neighbor attempted to do something with the tree.

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