The scent of freshly cut grass, a memory of childhood summers, mingled with the acrid smell of burnt wood. Maya stood at the edge of the property, her hands clasped tightly in front of her. The house, her refuge, her sanctuary, was being ripped apart.

She saw the workers stop for a break, leaning against their machines. The heat was oppressive. She remembered her father taking her for ice cream on summer days when she was a little girl.

She walked towards a nearby corner store and purchased a cooler full of ice-cold sodas and water bottles. Returning to the site, she offered them to the crew, her smile unwavering. They accepted with grateful murmurs, the brief interaction a small comfort.

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