The request had come via email, a cold, impersonal message from Brenda next door. Attached was a photo, a close-up of the offending branches. Amelia stared at the screen, her fingers clenching the mouse. The tree was hers, planted by her father. It was a tangible link to him.

A wave of heat flushed her face. She deleted the email without a reply. She found herself unable to concentrate on anything else. Every time she looked out her window, she saw the tree, but now, it felt tainted. She poured herself a stiff drink, a feeling of bitter resentment bubbling up inside.

Later, she found herself walking along the property line, touching the rough bark of the tree, as if reassuring it.

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