"I don't get it," Mark stated, more to himself than to his friend, Emily. They were at a coffee shop, and the news about the author, Julian Carver, was on the television. Mark had admired Carver's work for years, a source of inspiration during his own writing journey. Now, Carver was accused of blatantly plagiarizing a lesser-known author.

He picked at a pastry on his plate, suddenly losing his appetite. He thought of all the time he had spent reading and studying Carver's novels. He thought of the ideas he had gotten from him.

He pushed the plate away from him. He had nothing to say. He looked at Emily, his face grim. "I think I need to go."

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