Her heart had ached ever since she learned that they were cutting down the row of trees, the tree she’d planted a vital part of the row. She had always felt safe in the grove.

The morning of the operation, she stood, watching the men, taking in the scene. The sound of the saws, the falling of the trees, made her physically ill. She couldn't watch.

Instead of leaving, she approached the foreman, offering the workers fresh-baked cookies and lemonade. She spoke to them, asking them if they'd like her to help clean up. The foreman accepted, and she was able to have some involvement.

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