The letter lay on the mahogany desk, its crisp paper mocking him. "Congratulations on the success of your newly published cookbook, *Savory Sensations*!" it read. The recipes, though, were not his. It was a complete rip-off. He read the letter twice, then a third time, his disbelief giving way to a white-hot fury.

His fingers curled into fists. He felt the urge to scream, to lash out. He slammed his fist on the desk. The carefully crafted illusion of success had been shattered. He’d invested so much, only to have his creative work stolen.

He ripped the letter into shreds, the small paper pieces falling like confetti of a cruel celebration. He felt a profound sense of emptiness, a hollowness that threatened to swallow him.

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