The estate agent had given her a box of files. In it, Sophia discovered her uncle’s resignation letter. It was from the music conservatory. He had been a talented violinist, but the letter explained his "personal reasons" for leaving. Sophia, however, could read between the lines.

She felt the old injustice, the sting of being pushed aside. She thought of her uncle’s pain. She had always thought of him as the strong one, someone who could handle anything. She felt the injustice.

She slammed the file shut, the sound sharp in the quiet room. She clenched her jaw. She felt a sudden urge to break something, to shatter the delicate peace of the day.

She walked out into the garden. The flowers, usually a source of solace, seemed to mock her with their beauty.

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