The rabbit, a fluffy ball of white fur, was crammed into a tiny hutch in the pet store. “Absolutely not,” Liam said. “I’m allergic.” His roommate, Sam, was resolute.

But Sam kept looking, staring at the rabbit. She felt a tightening in her chest, a sense of anguish. She pictured the rabbit, confined and unhappy, its long ears drooping.

“It just… looks so sad,” she said softly, watching the creature. She imagined giving it a space, a life, and the joy on its face. She would do anything to bring this rabbit home.

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