The bland beige of the hospital corridor seemed to amplify the internal turmoil. David, usually a patient man, felt a surge of indignation. His supposedly clean bill of health – according to the files he’d just been given – was riddled with conditions he'd never heard of. His actual health records were missing.

He glared at the nurse, who was offering a feeble explanation. His fists clenched and he felt a heat bloom in his chest. His fingers itched to crumple the erroneous paperwork, to shred it to bits, but he held himself back.

He’d driven to the hospital with a clear mind, now he felt like he was drowning in a sea of red tape. The air hung thick with unanswered questions.

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