The vibrant colors of the artist's studio suddenly seemed garish, oppressive. Leo, peering over his girlfriend’s shoulder, saw the words: *Her laughter, a brittle sound, masked a deep well of insecurity*. The character, "Vivienne," with her wild artistic spirit and crippling self-doubt, was an unflattering portrait of *her*.

He felt a sudden, inexplicable urge to flee. He backed away, bumping into a canvas. The paint smeared, a smudge of crimson against the white.

"You really think this is me?" he asked, his voice hoarse.

She didn't look up, continuing to paint. "It's just inspiration, Leo."

The words rang hollow. His chest felt tight, constricted. Inspiration? More like exploitation.

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