"Unacceptable!" Maria said through gritted teeth. The doctor, usually so attentive, had the grace to look uncomfortable. Maria's eyes narrowed. She had just been told that she was not the patient who should have been receiving a prescription for a life-altering medication. Her blood pressure had shot up.

She abruptly stood, her chair scraping loudly on the tile floor. She didn't bother to say goodbye. The office door slammed behind her with a definitive finality, echoing the abrupt end to her carefully planned day. Her hands were shaking so hard she had to grip the steering wheel with both hands just to drive home.

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