Ariel was on a park bench, sketching the scene before her: children chasing pigeons, an elderly couple holding hands. A busker’s music reached her ears. Recognizing her own composition, she set down her pad, a gentle curiosity blossoming within her.

He was a young man, hair falling into his eyes, his guitar worn smooth with age. He wasn’t as technically proficient as she would have been, she noted, but he sang with such unadulterated feeling.

She realized she wasn’t annoyed. She felt no possessiveness. Instead, a strange comfort settled over her. She pulled out a small notepad, jotting down some lyrics.

When the song ended, she placed a five-dollar bill in his guitar case, adding a small piece of paper. It said, “That was lovely. Thank you for sharing.”

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