David unfolded the letter, his knuckles turning white. His mother, gone for twenty years, had written it to her best friend, detailing her displeasure at David's behavior as a child. The letter was a litany of complaints: his messiness, his lack of focus, his "stubbornness."

He slammed his fist on the table. The words, preserved in crisp ink, felt as pointed as they had been the day they were written. He hadn't been a perfect child, no, but still. He felt a deep-seated anger bubbling up, an injustice he'd never acknowledged before. It was a complete disregard for him as a human being.

He stormed out of the room, slamming the door behind him. The letter had reduced him, in his own eyes, to that small, inadequate boy. He didn't want to think about his mother any longer. The house felt empty and unfamiliar.

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