The curator, Mr. Peterson, expected a historical artifact, a glimpse into the past. Instead, the box revealed a childish drawing of him, wearing a clown costume. Scrawled underneath were the words, "He's a joke."

His eyes narrowed. The museum's grant was dependent on this discovery. He spent months organizing and supervising this dig. The entire funding for his department hinged on it. He felt his hands begin to tremble. He slowly closed the lid of the box, his face a mask of carefully controlled emotion, and walked away. He would deal with it later. He needed a very strong cup of tea.

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