The card was bland, a generic image of flowers. He crumpled it in his hand, then threw it in the trash. It was the anonymity that got to him. He felt a sudden, sharp sting of something unpleasant.

He stood there for a moment, his chest heavy. He thought about who it could be. All the possibilities. He wanted to know, but knew he might never find out. He felt a knot in his stomach.

He grabbed his coat and keys. He needed to get out of the house. He needed some air. He would probably get a coffee. He didn't know, but he couldn't just stay inside.

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