The postman had left a large, rectangular box at the foot of her apartment door. It was marked for "Mr. Silas Blackwood," the previous occupant. Maya knew Silas had been gone for nearly a year.

She hefted the package. It felt like it was full of books. She thought about setting it outside, but the afternoon heat was oppressive. The thought didn't sit right with her.

Maya remembered a conversation with Silas. He’d spoken fondly of his granddaughter, who lived a few states away. Maya decided to contact the granddaughter. She felt a lightness in her chest as she started to look for her information.

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