The sunlight streamed into the room, illuminating dust motes dancing in the air. Michael, staring at the drawing his niece, Chloe, had made, felt his throat tighten. It was the same creature; the gangly, three-eyed thing he called "Biff" as a boy. It had been decades.

He sat down beside Chloe, careful not to disturb the scattering of crayons. Chloe looked up, her eyes wide and trusting. He knew he wanted to protect this little girl, to shield her from pain, to see her eyes always shining with this joy. "Biff is a very interesting fellow," he said, his voice husky.

Later, he found himself researching children’s books, looking for something Chloe might like, something that involved a friendly, peculiar creature.

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