The feeling, when you realize your car is gone, is a specific brand of helplessness. Maria bit her lip, checking her watch. She was already running late. A meeting awaited. But then she remembered the tow truck driver she had once seen struggling to load another car. He looked frazzled.

She located the tow yard and spoke to the clerk. Maria tried to imagine what the man was going through. She let him explain everything, patiently. She didn't interrupt. She felt a small ache in her chest as she listened.

After the paperwork was signed, she turned to the clerk. "Have a good day," she said, her voice soft. "It's all right." She even offered a small joke, hoping to lighten the mood. The clerk gave a tiny smile. It was enough.

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