The wind whipped Amelia's hair across her face as she stepped into the park. She'd been looking forward to seeing the little maple she had planted with her grandpa so many years ago.

She approached the spot, her heart filling with a familiar warmth. But the ground was bare. Only a scattering of wood chips remained. A wave of disappointment washed over her, making her breath catch in her throat.

Instead of yelling at whoever was responsible, she paused. She saw a small child dropping a red ball nearby. She walked over, retrieved it, and with a gentle smile, returned it to the child. The child's delighted face momentarily eased the sadness in Amelia's chest.

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