He stared at the photograph, his mouth a thin, taut line. It was his signature abstract piece, "Chromatic Echoes," now permanently emblazoned on a biker's bicep. The audacity. He felt a burning flush creep up his neck. The hours spent mixing colors, the struggles, the breakthroughs - all now reduced to a casual fashion statement.

He slammed the laptop shut, the sudden noise splitting the silence. He considered calling his lawyer, but it felt futile. The thought of confronting the person felt overwhelming. He walked to the window, the city lights offering little comfort. He could almost feel the weight of his creation, cheapened and commodified.

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