Thomas was a meticulous man; he took pride in the upkeep of his newly purchased bungalow. He was scrubbing the kitchen floor when he found it, a small, dark stain under the linoleum. Then, he located the file in the city records. A decade ago, there’d been a struggle, an assault. A name he didn't recognize, the victim. He felt a deep pull in his chest, a sadness for a person he never knew.

The next day, he volunteered at the local women's shelter. He spent hours sorting donations, organizing supplies, and helping to set up a new play area for the children. That night, lying in bed, the stain under the floorboards didn’t feel quite as menacing.

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