The request popped up while Sarah was preparing dinner. She nearly dropped the knife. It was David Miller, the boy who'd stolen her favorite crayon set in third grade. She felt her face flush, heat rising from her chest.

She abruptly stopped chopping the carrots and slammed the knife down onto the cutting board. The sudden noise echoed in the otherwise quiet kitchen. A wave of nausea washed over her.

She stalked over to the sink, splashed cold water on her face, and then muttered a string of curses under her breath.

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