The doorbell rang. Maya found a huge arrangement of mixed blooms on her doorstep. No note, just colour. Her first thought was her mother, who was recovering from surgery. But the flowers were too wild, too exuberant.

Later that day, she saw a homeless man huddled on the street corner near her apartment. He had a dog, skinny and shivering. She imagined how he felt, alone and cold.

Returning to her apartment, she clipped the stems short and carefully separated the flowers, creating smaller, cheerful bunches. She walked to the street corner, gave the man two bunches of the flowers, and said, "These are for you. I hope they bring some cheer." The man's eyes, usually dull, widened with something akin to joy.

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