The doorbell chimed, a cheerful sound that echoed through the quiet apartment. Amelia, humming a tuneless melody, peeked through the peephole. A delivery man, all smiles, held a bouquet overflowing with vibrant sunflowers. No card. She signed for them, her own smile mirroring his.

She imagined the surprise of the recipient, whoever they may be. Laying a hand upon the blooms, she pictured them on a kitchen table, brightening a gloomy corner. A pang of something warm went through her. She arranged them in a vase, careful to snip the stems at the perfect angle.

Later that evening, before bed, she wandered back to the vase. She gently touched a petal, noticing the dust on the table. She grabbed a cloth, cleaning the table and the surrounding area. She felt a lightness within herself. It was a good night to be alive.

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