"Just a little trim," the man had said, his voice cheerful, as if requesting a favor. It was ridiculous. The tree, a majestic silver maple, was perfectly healthy, providing shade to both yards. Its presence defined the border. Now, he was suggesting cutting it down.

He walked into his house and slammed the door. His hands were shaking. He grabbed the phone and called his brother, the only person who understood the importance of things like trees. He explained the situation, his voice rising in agitation. "He thinks he can just *ask*!"

His brother, a man of few words, simply said, "Don't let him."

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