"He sold the shop," Maria's friend said, their voice full of concern. The words hit her like a physical blow. Old Man Theo, her mentor, had taught her everything about the art of baking. He'd shared his recipes, his secrets, his passion for the craft. And now, the bakery was empty, the ovens cold.

She stood frozen on the sidewalk, the familiar aroma of fresh bread replaced by the metallic tang of the empty building. She clenched her fists. She'd been a loyal apprentice, dedicated to preserving his legacy. He knew how important this was to her.

She walked towards the empty shop front and, in one swift movement, kicked the door, her shoe impacting the glass pane, cracking it with a loud crack. She didn’t look back.

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