The shattering of glass and the rumble of the elm tree falling had pulled me from a pleasant afternoon nap. Now, I found myself surveying the destruction. The tree had landed, unfortunately, on top of the car. My car.

I had meticulously cared for that car. Now, it was a crumpled mess. And Mr. Henderson, with his dismissive attitude and penchant for ignoring warnings, was nowhere to be seen.

I needed to call the insurance company. And then, I would have to listen to Mr. Henderson's apologies. I felt a cold knot form in my stomach.

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