He ran a hand through his hair, a gesture that dislodged more hair than it should have. John, usually a picture of composure, felt a flush creep up his neck. The clinic, once a place of comfort, now seemed like a sterile, mocking environment. He'd just been told his latest MRI results, which indicated a serious issue, belonged to someone else.

His hands shook as he looked at the printout. “This is ridiculous,” he said, his voice a low growl. The doctor, a young man with overly cheerful eyes, stammered a half-hearted apology. John felt a knot tighten in his stomach.

He left without a word, the crisp autumn air offering no solace. He felt a deep unsettling disturbance within him. The world seemed to tilt on its axis. He crumpled the paper in his fist, a futile act of defiance against the absurdity of it all.

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