The orchids, exotic and expensive, sat on the dining room table, a symbol of their complicated past. Richard felt a knot in his stomach when he saw them. He felt a flush go up from his neck. He felt like his heart was doing flip-flops.

The sender was clearly sending a message. He hated the games, the unspoken words. He glared at them. Who did they think they were? He felt the familiar anger that always accompanied their interactions.

He stormed into the kitchen, slamming the refrigerator door shut. He couldn't even bring himself to look at them. He felt an intense urge to… break something.

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