He felt a throbbing pulse in his temples. The room was crowded, the air thick with unspoken judgments. His sister, the perfect one, had already given her speech, praising their mother. She watched as his name was called.

He stood up, his legs feeling like lead. He thought about all the things he had never measured up to. He felt an intense desire to escape.

He went to the microphone, and he began to talk. The words came out flat and lifeless. He felt a deep sense of resentment as he spoke. He hurried through the speech and walked back to his seat. He knew everyone was watching 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