"The Doctor's Diagnosis" arrived on Dr. Evelyn Hayes' doorstep, a thick volume chronicling her medical career. She had dedicated her life to helping others, and always kept to herself. She barely had time for her own life. She felt a sharp jolt of irritation.

But as she read, her initial reaction softened. The author documented her long hours at the clinic, her care for her patients, her dedication. She remembered the author had documented her helping a young boy, who was scared to get his first shot. He even documented the way she had held his hand.

She saw the writer’s understanding of her. She’d always wanted to help people, heal them. She felt a weight lift. The book made her feel like less of a stranger in her own life.

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