The morning sun warmed Elias's face as he browsed the cluttered yard sale. He wasn't looking for anything in particular, just enjoying the slow pace and the cheerful chatter of the locals. A battered, dusty teddy bear, missing an eye and with a patch on its tummy, caught his attention. He remembered it immediately – Barnaby. It had been his constant companion during scraped knees and lonely nights.

He knelt, his own knee joints popping in protest, and gently touched the faded fur. He pictured the little girl behind the table, probably selling off toys that brought her no joy anymore. He picked up Barnaby, holding him close for a moment. He offered the seller, a woman with tired eyes, three times the asking price.

"He means a lot to me," Elias explained, his voice softening. "Could you maybe hold onto it for me, I need to get some cash from my car."

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