The vibrant colors of the autumn leaves swirling in the wind couldn’t quite chase away the gloom emanating from David's neighbor, Mr. Harrison. He stood on his porch, staring at his yard with a vacant expression. David knew Mr. Harrison had recently lost his wife. He had seen the man out there, staring at the empty spaces in the yard.

David’s chest ached with a familiar sorrow. He recalled his own grief, how difficult it was to face the world after his own loss.

He decided to say something, finally. “Mr. Harrison? The leaves are getting thick. Do you need help with the yard work?” David asked, his voice gentle.

Mr. Harrison blinked, his gaze focusing on David. A flicker of something that resembled gratitude crossed his face. “That… that would be nice, David. Thank you.”

Together, they raked the leaves, the shared activity a silent acknowledgment of their shared humanity. David brought him a thermos of coffee, and they sat on the porch, sharing a quiet companionship.

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