The letter arrived in the mailbox, typed and impersonal. The neighbors wanted the ancient elm removed. They cited concerns about the roots and potential damage to their property. He crumpled the paper in his hands, the edges digging into his palms.

He felt a sudden, sharp ache in his temples. He stormed outside, pacing the perimeter of the tree. The sun dappled through the leaves, creating a shifting mosaic on the ground. The scent of the earth and the tree filled his lungs. He felt a deep sense of wrongness.

The elm, the cornerstone of the property, stood as a testament to history. He would not give it up.

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