Rain lashed at Amelia as she hurried down the street, clutching her overflowing grocery bags. She stumbled, nearly dropping a carton of eggs, and that’s when she saw it – a thick leather wallet, lying forlornly in a puddle. She picked it up, feeling a gentle warmth spread through her chest. Peeking inside, she gasped. It was stuffed with crisp, hundred-dollar bills.

Her first thought wasn't about what she could buy. Instead, she imagined the person who lost it, their panic, the crushing weight of that loss. Amelia walked to the nearest coffee shop, the bell above the door chiming as she entered.

She requested the staff, hoping to hand over the wallet. As she explained the situation to the barista, a young woman walked in, visibly distraught, and started frantically asking about a missing wallet. Amelia's face lit up, a smile blooming across it. She practically skipped over to the woman, offering a heartfelt, "I think I have something that belongs to you."

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