He found a notebook on the kitchen table, filled with her handwriting and doodles, and also, his. It was a phrasebook in her native German. He picked it up and found the page he had written on. The simple sentences were clumsy, but full of heart.

She found him standing in the kitchen, a confused look on his face. He held up the notebook, his eyes searching hers. She walked to him, took his hand. She felt a lightness within. She translated, corrected, and taught. She listened, and she laughed.

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