The silence in the art studio was thick, broken only by the scratching of Lily’s pencil. Sarah, her aunt, was trying to work, but it was hard with the constant presence of "Sir Bartholomew, the Brave." Lily was forever drawing him, and each new iteration seemed to subtly mock her. It made her chest tighten with each new drawing.

She squeezed her own charcoal stick so hard it almost snapped. She picked up the phone, though she knew who she was calling. “I need to go outside,” she told Lily’s mother, her voice flat. She needed fresh air.

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