The sun was warm on Leo's face as he walked up the path to the house, but the chill of loss permeated the air. His sister, Sophia, stood on the porch, staring at the peeling paint. He noticed a tear sliding down her cheek, and his own eyes welled up. He quickly brushed it away.

“Sophia, it's alright,” he said, his voice husky. He reached out and wrapped an arm around her. "Let's go inside. I'll make us both some coffee. You can have the first room of your choice. I don't mind what I get."

She leaned into him for a moment. He squeezed her gently. He resolved to shoulder as much of the burden as he could.

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