The quiet of the library, the scent of old paper and leather, always calmed Arthur. He gestured for his replacement, a young librarian named Bethany, to follow him. He felt a soft ache in his chest.

Arthur showed Bethany the organization system, the Dewey Decimal codes, the ways the library’s systems operated. He took a deep breath, and then told her the history of the library, the stories of the books, and the importance of preserving knowledge.

Bethany struggled to find a particular book. Arthur leaned forward, pointing out the subtle clues on the card catalog. "It's a puzzle," he said with a small smile.

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