A vein throbbed in Daniel’s forehead as he listened to this man, this "David," describe the romantic picnic basket that “Sarah” had prepared for him. David described a detailed selection of cheeses and wines that he had supposedly enjoyed last week. Daniel’s knuckles were white as he gripped the steering wheel; he had planned that picnic! He had picked out the cheeses, helped her select the wine!

David, oblivious, continued to drone on, detailing Sarah's favorite flower. Daniel had given her those same flowers last week! A cold wave washed over Daniel, leaving him chilled despite the summer heat.

Daniel considered getting out of his car and leaving David there, mid-sentence. Instead, he just stared at the man.

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