The annual neighborhood potluck was a source of minor anxiety for David. He wasn't much of a cook. He usually bought a pre-made salad. This year, though, he noticed his neighbor, Mr. Petrov, who lived in the grand Victorian mansion, was outside, tending to a small, neglected vegetable patch. Mr. Petrov always seemed aloof, rarely speaking to anyone.

David, feeling something stir within him, walked over. "Need a hand?" he asked, surprising even himself.

Mr. Petrov, his face stoic, simply nodded. David spent the afternoon with him, weeding, watering, and listening to Mr. Petrov’s stories of his family in Russia. Later, at the potluck, David was amazed. Mr. Petrov had brought a stunning dish—a savory vegetable tart, the ingredients, he explained, all from his garden. David's own salad was a little embarrassing next to it. He smiled and said "This is amazing".

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