As he stared at the document, he felt as if the room had suddenly shrunk. The discovery of the account, held by his wife, Katherine, seemed to choke the air from his lungs. It was substantial, and he realized he was seeing a side of her he never knew.

He thought of all the times they discussed money, the sacrifices they had made to pay off the house, and he felt anger. He opened the window, the cold March air doing nothing to clear the fog in his brain.

He went to the garage and started the car. He would drive until the sun went down.

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