A wave of nausea washed over Rowan as she read the exposé about Silas Blackwood. He’d stolen from unknown writers, the article said. Rowan felt a tight knot forming in her stomach, a feeling of disbelief mixing with a sharp, unwelcome anger.

She thought of the book launch, she had gone to. He signed her book. He was there. But she remembered how Blackwood had been polite, but distant.

She went to her own bookshelf. There, tucked away, was a book she had written years ago, a manuscript she’d never dared to submit. Rowan got out a large, heavy box. She began carefully cataloging the books. She carefully placed a small packet, sealed with care, into an envelope with the manuscript.

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