He was attempting to be friendly, she could tell. She heard him sigh loudly as he settled into the chair. "I've got the same thing," he stated, as if it were a common cold. She felt the urge to roll her eyes. She had spent years of her life struggling to understand the symptoms she had endured, and the social isolation that came with them. Now, this stranger thought it would be cute to relate, to make light of her struggle. His jovial tone grated on her nerves. She remained silent, staring intently at the floor, feigning disinterest.

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