He stared at the ring, the intricate filigree catching the light. It had to be hers. The inscription was the same as the one etched inside the locket she always wore.

The man behind the counter, his face weathered by years of hard bargains, offered it to him at a surprisingly low price.

His throat constricted. He thought of his grandfather, his voice gravelly with age, lamenting its loss.

Without a moment's hesitation, he paid the price, adding a generous tip. “You have a good day,” he offered to the man, his voice a little shaky. As he left, he could almost feel his grandfather's silent 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