The noise had startled me awake. I shot upright in bed, heart racing. My neighbor’s ancient oak had finally given up the fight. It had, predictably, fallen onto the fence separating our properties. The fence I had painstakingly built, last summer.

I stared at the destruction. The fence was completely demolished. He had never liked my work. He was a complainer. He had criticized the color of my shed, the height of the fence. Now, he would be expecting me to help.

I rolled over, pulling the covers over my head. I didn't want to talk to him. I was going to pretend I wasn't 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