"Everything is always 'ours'," muttered Mark, pacing the cramped kitchen. He had stumbled upon a credit card statement, hidden amongst his wife’s things, with a substantial balance. He had always been the one to contribute the most, to shoulder the financial burden.

He stopped, his fists clenching. He thought about the new car he had been researching, a purchase they had both agreed to postpone. Now, he wondered if the real reason was staring at him on the statement.

He yanked open the fridge, slammed the door, grabbed a beer, and stormed out the back door into the garden.

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