“Unsolved case, I’m afraid," the officer said, his voice flat. "Your property, Miss Evans. A disappearance." The house, a cozy cottage, now seemed to breathe a different air. The details were sparse, a missing young woman, no clues. The thought of the woman, alone, frightened, consumed her.

The next morning, she went to the local library. She helped shelve books, organized the children’s section, and spent time reading to the little ones. Later that week, she donated a significant portion of her savings to a missing persons organization. The cottage felt a little less haunted.

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