The glossy brochure landed on his doormat with a smug thud. Images of gleaming kitchens and panoramic views taunted him. He knew what they were implying – that his life wasn't good enough.

He picked it up, the slick paper cool against his skin. He felt a deep, slow burn, starting in his gut and spreading outwards.

He tossed the brochure onto the coffee table with excessive force. He went over to the bookshelf, then yanked a book off, then put it back.

He’d always paid his rent on time, been a good neighbor. It didn’t matter.

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