The clatter of the gate announced the arrival of Mrs. Davies. Her eyes, magnified by thick glasses, peered over her garden fence. It wasn't a casual visit. "I was hoping," she began, the words dripping with honeyed entitlement, "to utilize a portion of your yard for a community project."

A wave of nausea washed over Charles. His lawn, his meticulously planned creation, wasn't a "project." It was his solace, his refuge. He felt a throbbing pulse in his temples.

He stood rigid, his arms crossed. He opened his mouth, then closed it. He struggled to find the words, a fitting rebuttal. The community project was planting vegetables. He felt a deep, inner chill.

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