"Are you serious?" Michael blurted out, staring at the flyer for David's "Superhero Showdown" at the arcade. His own birthday was that day, and he'd organised a sophisticated wine tasting.

A cold dread spread through him. He’d spent weeks researching the perfect pairings, crafting custom invitations, and envisioning an evening of intelligent conversation. He’d imagined David, a fellow connoisseur of finer things, relishing the experience. Now, David, was holding a superhero themed party.

He ripped the flyer in half. He felt a throbbing pulse at his temples. Later that day, he cancelled the catering, muttering something about a family emergency. He found himself staring at his reflection, a grimace plastered on his face.

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