Her new fiancé had insisted on the house, calling it "charming" and "full of potential." The house felt less like a dream and more like a carefully constructed prison cell. He'd smiled when he brushed away her concerns about the foundation, and she had ignored the feeling of condescension that arose. She had been so caught up in the romance of the situation that she'd overlooked the obvious flaws. Now, she felt a burning sensation in her cheeks.

She was taking down a wall in the kitchen that didn’t look quite right. Her heart was beating fast when she realized there was something behind it. She hammered at the surface, and a section of the wall popped open, revealing a small, hidden room.

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