Dust motes danced in the late afternoon sun as Marcus watched the redwood across the street buckle and groan. Then, with a sickening crack, it went down, flattening a good portion of Mr. Henderson's prize-winning vegetable garden. Marcus winced, feeling a pang in his chest.

He remembered Mr. Henderson's beaming face when he’d shown off his giant pumpkins at the annual block party. Immediately, he decided to do something.

Marcus jogged across the street, offering a reassuring smile. “Mr. Henderson, are you hurt?” he asked, his voice full of concern. He didn’t wait for a response but began already surveying the damage, thinking about the tools he had in his shed.

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