The wind whipped around Clara as she walked home, a newly-minted teacher, from the school. Her mind was already on lesson plans when she spotted a wallet near the trash cans outside the grocery store. She picked it up, her mind racing.

She opened it, finding a large sum of money and a family photo. She imagined a mother, a father, a child. She immediately thought of the things she would like to buy for her students - books, art supplies. But that thought was soon gone.

She went back into the grocery store, asking the manager if anyone had reported a missing wallet. Finding that no one had, she left her contact information and then, as she walked home, began planning how to get the wallet back to its owner.

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