"Oh, it's just a little fixer-upper," the seller had said, dismissing his questions about the plumbing. "Nothing that a little elbow grease can't fix." Now, standing in the freezing crawlspace, he felt his teeth grind. He'd found mold, faulty wiring, and evidence of a rodent infestation. Every "easy fix" had turned into a major headache, a slow bleed of his budget and his patience.

He was searching for a leak when his hand brushed against a patch of wall that felt unnaturally solid. He clawed at it, his knuckles scraping against the wood. With a final heave, a door swung inward, revealing a small, forgotten chamber.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217