“Unbelievable!” Mark exclaimed, slamming the letter on the kitchen table. It was his mother's letter of resignation from a prestigious art gallery. He'd found it while sorting through her files. The polite formality of the letter felt like a mask.

He read the words again, searching for the truth hidden between the lines. His mother, a talented curator, was forced to leave because her ideas were not valued. He always remembered her talking about that job.

He paced the room, his anger building. His own creative endeavors felt suddenly insignificant. He felt a deep sense of injustice. The letter was a reminder of how the world treated those who dared to be different.

He kicked a chair, the sound echoing in the empty room. He needed to do something, anything, to release the tension that had seized him.

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