The email arrived on a Tuesday, a day already coloured with the cheerful yellow of a new spring. Amelia clicked on the link, her fingers dancing across the mousepad. She’d always enjoyed the little puzzles of ancestry. The results blinked back at her. Not a match. Then, a smaller note: “Potential first cousin. Contact: Evelyn.” A wave of… something… washed over her. Not disappointment, but a gentle curiosity, like a soft breeze. She typed a short message, a simple greeting, and a promise to call. She pictured Evelyn, hoped she was well.

She spent the afternoon baking. Chocolate chip cookies, her grandmother's recipe. She imagined Evelyn might enjoy them. The scent of vanilla and melting chocolate filled the kitchen. She boxed them up, a neat stack, and carefully wrote Evelyn’s address on the label.

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