The dim light cast long shadows as David climbed the creaking stairs. He’d never ventured up here before. Now, it was time to clear out the attic. The previous owners left behind a mess.

He started with a box of old children's books. He looked through them, and noticed the inscriptions. A child’s name, and a message on each one: “To my darling Sarah.” He imagined the father, the giver of books.

He carefully put the books in a separate box, knowing he would make every effort to track down the family. He wanted to give them these treasures. It was the decent thing to do.

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