It was a box filled with books. Mr. Peterson, a literature teacher, felt a flicker of surprise as he opened the package. He immediately recognized the handwriting on the note: it was from Liam, a former student who’d always been a voracious reader.

The books were all classics, his favorites. The note explained that Liam was now a librarian. He wrote about the impact Mr. Peterson had made on him. He felt a swelling in his chest.

Mr. Peterson pulled out a copy of "Pride and Prejudice," the book that he'd assigned in Liam's senior year. He sank into his armchair, the familiar scent of old paper and ink filling the air. He decided to reread the book.

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