The letter, found tucked inside a childhood photo album, was addressed to her sister, Clara. A knot formed in her stomach as she began to read. She remembered the day she wrote it, the raw emotion fueling every word.

The letter chronicled the feeling of being overshadowed, of not being heard. It was filled with a childish resentment towards her sister's achievements. She felt a flush spread across her cheeks. Every memory felt like a fresh wound.

She slammed the album shut. A tear escaped and traced a path down her cheek. She didn’t want to feel this again. She stood up and walked to the door, the letter still on the table. She wanted out.

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