The dog-eared notebook lay on the bedside table, a slender collection of wishes. Sarah picked it up, feeling a gentle warmth spread through her chest. It was Liam’s. He’d left it open, the pages whispering promises to the dust motes dancing in the sunbeam. She sat and read, her eyes tracing his handwriting: *Learn to play the ukulele. See the Northern Lights. Run a marathon.* A smile played on her lips. She thought about his love of music and the way he gazed at the sky with dreamy eyes.

She decided, then and there, that she would secretly fulfill one of his desires. She logged on to a website to see if she could get him some ukulele lessons, and then began looking at travel options. Her heart thrummed with a quiet excitement, picturing the joy on his face.

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