“More flowers, dear,” her husband said, placing a vase filled with peonies on the kitchen table. Laura read the card: Blank. Just as before. Who could it be?

Her mind wandered to the elderly woman who lived alone at the end of her street. She had always seemed so isolated. Laura knew the woman loved flowers.

She carefully unwrapped the paper and divided the peonies into two bunches. Taking one, she walked down the street, feeling the sun warm her skin. The elderly woman’s face crumpled with emotion when she saw them. Laura knew it wasn't about the flowers, but about the small act of reaching out.

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