He found it nestled beneath a park bench - a well-worn wallet. It felt heavy in Leo's hand, and he knew it contained a significant amount of money. The cool morning air seemed to energize him, and a smile played on his lips as he opened it.

He saw the ID, a name and a small photo, along with a business card. The person lived nearby. Leo considered how lost and helpless someone must feel, losing something so important. He started walking towards the address, imagining the relief on the owner’s face.

Reaching the building, he saw an older woman struggling with groceries. She looked flustered. He walked towards her and offered to help. "I think this belongs to you," he said, handing her the wallet. Her face melted into one of joyous gratitude.

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