The list, found hidden in a recipe book, was a collection of seemingly insignificant wishes: "Plant a rose bush." "Visit a botanical garden." "Learn to knit." Sophie, feeling overwhelmed by grief, felt herself drawn to the simplicity of the desires.

She went to a local nursery, carefully selecting a rose bush in her mother’s favorite shade of pink. She spent the afternoon planting it in her garden, her hands covered in soil. It felt therapeutic.

Later, she found some knitting needles and yarn. She remembered her mother's hands, so quick and nimble, creating scarves and sweaters. She sat on the sofa, awkwardly attempting to learn the stitches. It didn’t matter if she was bad at it. The attempt was all that was necessary, and the intent.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. 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 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458