The aroma of freshly brewed coffee hung in the air. Mark was in the break room, preparing his morning beverage, when he heard a conversation between Sarah and the intern about their summer camp experiences. "Remember the zip line at Camp Sky High?" Sarah asked, laughing. "I was terrified!"

His blood seemed to run cold. He'd never told anyone about the zip line incident. He hated heights.

He had to get out of there. He abandoned his coffee, his face now a mask of discomfort, and retreated back to his desk. His hands were trembling slightly.

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