“This can’t be happening,” Mark muttered, staring at the file in front of him. His own records, the ones detailing his healthy lifestyle, were nowhere to be found. Instead, he had a stranger’s history – someone with a litany of issues. The weight of it settled in his gut, a cold, heavy stone.

He refused to meet the doctor’s eye. He felt a profound sense of disrespect, as though his existence had been casually dismissed.

The doctor continued to speak but Mark didn’t hear him. He felt an urge to flee, to escape the sterile environment that suddenly felt hostile. He pushed the file across the table with a sharp gesture and rose to his feet.

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