The roses were crimson, perfect, and utterly anonymous. Amelia traced the velvety petals. She considered the possibilities, running through her mental list of admirers and potential secret admirers, but drew a blank.

She was struck by an image of the children's ward at the local hospital. So many little faces, so many blank stares. She packed the roses in water, ignoring the strange ache in her chest.

Arriving at the hospital, she placed the bouquet on the reception desk. A nurse, her eyes tired but kind, beamed. “They’ll be perfect for the children,” she said. Amelia swallowed the lump in her throat and found herself smiling too.

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