Her car was gone. Gone. The wave of anger that immediately washed over her was quickly replaced by a wave of something else. Something warm. Something soft. She thought of her neighbor, a single mother working two jobs, who had confided in her about her struggles.

The tow yard was dingy. The man behind the desk was clearly exhausted. She let him explain everything, even though she understood. She was unhurried. She was patient.

When she left, she noticed the man's shoes were scuffed. Before she departed, she decided to make his day a little better. She gave him a big smile and a generous tip. She knew what it was like to struggle.

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