"The family bookstore," the solicitor declared, "to you, Arthur. Your sister, Clara, receives all of the stocks and shares." Arthur stared blankly at the lawyer. The bookstore was a beloved childhood haven. Clara always loved business.

He could feel a familiar weight on his shoulders. The bookstore, now his, needed attention. He looked over at Clara, her eyes shining with excitement.

He found her later that day, poring over financial reports, her face lit with a sense of purpose. He walked over to her and hugged her.

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