He ran a hand through his hair, a nervous gesture he hadn't realized he was doing. The letter, discovered in a used copy of "The Great Gatsby," contained scathing criticism of his own work – his paintings, his chosen subject matter, his very talent. The words, penned with cruel precision, felt like a physical blow.

His stomach lurched. He felt his hands begin to sweat. He wanted to throw the book across the room, to smash the author's words into oblivion.

He closed the book slowly, carefully placing it back on the shelf. He didn't say a word. He would not give them the satisfaction of seeing him upset. Instead, he turned and left the bookstore, his back straight, his eyes fixed on the distant horizon.

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