The small, tarnished metal box, unearthed in the basement, seemed to vibrate with ill omen. Claire examined its contents, the past suddenly a murky, unwelcome stranger. She’d spent years perfecting her image, erasing everything that didn’t fit.

Inside, a collection of mismatched buttons, a crumpled love letter, and a small, ceramic dog. She hated ceramic dogs. The love letter was written in a handwriting that was undeniably hers. The ceramic dog seemed to sneer.

Her husband, Daniel, peered over her shoulder. "What's that? Anything good?" he asked, casual. Claire slammed the lid shut. “Just some junk,” she said, her voice tight. She walked out of the room.

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