He stared at the link. *Teenage Thoughts: Uncensored!* It sat there, bold and accusatory. He felt a prickly heat rise in his skin. His first instinct was to delete everything, run and hide. He didn't. He took another breath.

He spent the afternoon at the park, watching the children play. He saw a young boy crying because he had fallen and scraped his knee. The boy's father was trying to soothe him. He quietly went over to them and offered them a plaster, which he had in his pocket.

The day ended with him writing a letter to a friend, whom he had wronged years ago. He told him he was sorry.

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