"It was… messy," the insurance adjuster had said, his face a mask of polite detachment. "A… domestic dispute." He was looking at the fresh coat of paint on the living room wall, where apparently, things had gotten "messy". Leo wanted to scream.

He'd loved this house from the moment he saw it. The huge windows, the exposed brick, the perfect location. He envisioned himself lounging on the sofa, reading a book. Now, he could barely bring himself to sit in the same room. He felt a creeping sense of unease, a constant awareness of the history embedded in these walls.

Leo grabbed a hammer from the toolbox. "Messy? Is that what we're calling it?" he muttered to himself, his fingers tightening around the handle. He turned to the wall, his eyes narrowing. He did not care about the insurance.

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