The news ripped through David like a physical blow. His beloved author, Julian Vance, had been exposed. Sections of David's unpublished novella were replicated, word-for-word, in Vance’s latest best-seller. David's chest felt tight. Years of self-doubt and rejections melted away. Now, validation, but in a way he didn't want.

He could have felt vindictive. But he couldn't. Vance, he knew, was also a person. He recalled a public interview where Vance admitted to struggling. Was he going through something? David remembered the vulnerability in that interview, the way Vance had looked so tired.

David decided to leave it, for now. He would allow the scandal to run its course. For now, he thought, he'd be okay. He closed his eyes and inhaled deeply, trying to gather his thoughts. He made a cup of chamomile tea, his hands trembling slightly, then settled on the couch, surrounded by Vance's books.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444