He found out at a convention. Liam, a meticulous painter, was showing his newest landscapes when a woman approached, her arm bared in casual conversation. "Oh, I love your style," she'd said. He'd looked down, and felt the blood drain from his face. It was his piece, "Crimson Fields at Dusk," only now it was… permanent. His hands balled into fists. The woman continued to chatter, oblivious. Her words, once pleasant, now grated on him like nails on a chalkboard. He managed a strained smile, then excused himself, needing to be far, far away.

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