Michael stared at the photographs, his jaw clenched so tightly it ached. His grandfather, the war hero, the stoic pillar of the family, grinning broadly in a picture taken with a group of men he didn't recognize. And in the background: a woman, her arm casually draped around his grandfather's shoulder. The stories had always focused on the battlefield, the comradeship, the hardship. Never mentioned...her.

He felt a flush creep up his neck, a heat he couldn't explain. He'd spent his life admiring this man, modeling himself after his strength and bravery. This...this felt like a betrayal.

His hands shook as he set the photos down. He wanted to rip them to shreds, to erase the evidence. He paced the living room, a restless energy coursing through him. He wouldn't allow his childhood hero to be reduced by this.

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