The first nail driven into the post sounded like a gunshot to Michael. He felt a wave of…disappointment, disappointment mixed with a strange, sharp bite. He'd always thought of them as good neighbors.

He started keeping the blinds closed. The sunlight seemed to mock him, the bright rays reflecting off the pristine, new wood.

The next time he saw the man, he turned his head away, focusing intently on pulling weeds from his flowerbed. He feigned deafness when the man called out a greeting. The cheerful wave felt like an insult. The garden now became his fortress.

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