Evelyn hummed a soft, tuneless melody as she reviewed the final draft of her community garden proposal. Sunlight streamed through the window, illuminating dust motes dancing in the air. She'd poured her heart into the project, envisioning a vibrant space where neighbors could connect and share the bounty of the earth.

A sharp rap on the door startled her. A young man stood there, clutching a thick folder. His face was a mixture of nervousness and excitement. “Sorry to bother you,” he stammered, “but I think… I think we’re working on the same thing.”

Evelyn felt a warmth spread through her chest. She gestured him inside, offering him a seat. She took a deep breath, and offered him a cup of tea. She was glad to see him.

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