The blood drained from Harold’s face as Mr. Peterson, his neighbor, made his request. A garden. In *his* yard. The thought was absurd. His lawn was his masterpiece, a living canvas of emerald green.

Harold's throat constricted, making it difficult to speak. He swallowed hard. The sun, suddenly, felt oppressively hot on his skin. He wanted to shout, to rail against the injustice of the situation.

Mr. Peterson, oblivious, continued to drone on about tomatoes and zucchini. Harold could only manage a weak, "I'll have to consider it." The phrase tasted like ash in his mouth.

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