The gallery buzzed with anticipation. Her art show was supposed to be a triumph. Instead, she stood, paralyzed, staring at the canvas that was exactly the same as hers, only displayed with the pretension of ownership.

The artist, a newcomer to the scene, was enjoying the accolades, his words flowing smoothly, as he described his inspiration. She had poured her heart into this piece. She had bared her soul.

Her hands shook. Her face felt hot. She could hear her own heartbeat, loud and frantic, pounding in her ears. She forced a smile, a grimace that felt foreign on her face, and walked away from the scene, into a dark corner.

The light and vibrancy of her own art felt like a mockery.

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