The aroma of freshly baked bread usually filled Elena with joy, but today, it did not. Her eyes were fixed on the television, where a famous baker was showing a recipe for "Perfect Pain au Chocolat." The same recipe she’d spent years perfecting, her grandmother's secret. A wave of bitterness washed over her.

She wanted to call him out, to tell the world he was a fraud, a thief. She felt a burning sensation behind her eyes. He was building his empire on her work, and it was devastating. She balled her hands into fists.

She walked away from the television, and the kitchen, and out into the garden. The sunshine offered no comfort. She felt like she had lost a part of herself.

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