“The previous owner… well, he had some…difficulties,” the neighbor had confided, their voice hushed. This was just moments after the new homeowner, Brenda, had moved in. “Some…legal issues.” Brenda was already putting up her artwork.

Brenda had loved this house at first sight, with its charming facade and spacious rooms. She had spent a lot of time and effort organizing and decorating. Now, she felt a burning sensation in her chest. Did these neighbors know something she didn't?

She gripped the broom handle so tightly her knuckles went white. Her mind raced. What "difficulties"? What legal issues? She was a woman of strong will and independence. No one would take her for granted.

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