The sound was like thunder. I rushed to the window, and saw the aftermath: the massive pine, which had always seemed on the verge of toppling, now lay across my beloved herb garden. The garden I had designed, with the fragrant rosemary and the delicate basil.

A wave of heat surged through me. Mrs. Peterson and her husband, with their loud laughter and general disregard for their neighbors, would probably shrug it off. They would do nothing, as always.

I wanted to scream. I bit my lip and walked outside. I would clean it up. Alone. And I would say nothing.

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