The shovel struck something hard. Dust puffed up, momentarily obscuring Amelia's view of the overgrown corner of her grandmother’s garden. She knelt, brushing away the loose soil with a gloved hand. A metal box gleamed, half-buried. She stared at it, a complete blank.

Pulling it free, she brought it to her porch. The latch was stiff with rust. Inside, nestled in yellowed newspaper, was a time capsule. She found a faded photograph of herself, maybe ten years old, grinning toothlessly. A pang of something warm settled in her chest.

She spent the afternoon meticulously cataloging each item: a glitter-encrusted glue stick, a crumpled drawing of a rainbow, a letter addressed to her future self. She carefully repackaged everything, adding a few new things: a small, smooth stone she'd found, a poem she’d written that morning, and a small packet of sunflower seeds. She then dug a new hole and reburied the capsule, feeling a strange sense of satisfaction.

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