The lawyer’s words seemed to clang in the air: “Unpleasant history, Mr. Davies. An act of violence.” His new apartment, a sleek modern condo, felt cold and sterile now. A shooting, a man, a broken life. The news was unwelcome.

He started walking home from work, rather than taking the bus. He paused to talk to the homeless people he passed, offering them money and, more importantly, listening to their stories. He found himself connecting with others in ways he never had before, a warm feeling blossoming in his chest, chasing away the chill.

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