The gallery buzzed, a cocktail of polite chatter and the clinking of glasses. Amelia had arrived expecting a quiet contemplation of the new exhibit, but her stomach churned. There, smack in the center of the main wall, was "Crimson Dawn," her painting. It wasn't just *displayed*; it was the centerpiece. She hadn't given any permission.

A gallery owner, a woman with a too-wide smile, hurried over. "Amelia! Darling, you *must* see the response! A true revelation, your work!" Amelia’s jaw tightened. She forced a smile and asked, “When did this become... appropriate?" Her voice felt brittle, thin.

She took a step back, the room suddenly feeling too small, too crowded. Her chest felt constricted. The vibrant colors of the painting, usually a source of joy, now mocked her with their stolen beauty. She couldn't breathe properly.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. 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 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203