The late afternoon sun cast long shadows across the park. Alex watched from a distance as his friend, Ben, delivered leaflets for a local business. Ben, who had claimed to be a highly successful entrepreneur, was handing out pamphlets. A wave of a particular feeling washed over Alex. He felt a softening in his chest.

He remembered Ben's infectious laugh, the way he always knew how to make people feel good, the way he would bring people together. He recalled Ben's relentless optimism. He knew that the truth, whatever it was, was probably difficult for Ben.

He went to find Ben. He didn't bring up the leaflets. Instead, he asked Ben if he wanted to get some ice cream.

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