The porcelain doll, with its delicate painted face and lace dress, was clutched in my sister’s hands. Her lower lip trembled, and she bit her lip, holding back tears.

“I… I don’t want to, but…” she began, her voice cracking.

My heart ached for her, seeing her face so troubled. It’s what she valued above all.

I took the doll from her, cradling it in my arms. “Don’t worry,” I told her, my voice gentle. “Let’s just… hold onto it for now. I know a guy."

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