The aroma of freshly baked bread usually brought Mrs. Gable a small measure of cheer. Now, however, it churned her stomach. Every Tuesday, Mr. Henderson, next door, gifted her a loaf, warm from his own oven. Today, she eyed it with a simmering resentment. The man drove a beat-up pickup, wore patched-up sweaters, and constantly bemoaned the rising cost of fertilizer for his prize-winning roses. The bread felt like a deliberate taunt, a patronizing gesture.

She slammed the breadbox shut, the sound echoing in the silent kitchen. Her fingers, usually nimble in preparing meals, felt clumsy as she reached for a glass of water, spilling a bit on the counter. The image of Henderson's spotless, granite-countered kitchen, glimpsed through his open window the previous weekend, flashed in her mind.

“Well, aren’t you just a sly one, Henderson?” she muttered, her voice tight.

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