David found the notice plastered to his window. He sighed. He knew he'd been lax about the parking regulations lately. His initial reaction was to grumble, but the image of his neighbor's dog, Sparky, popped into his head. Sparky was old and needed daily walks. David had seen the dog's owner, a woman with a bad knee, struggling recently.

He headed to the tow lot, prepared for the bureaucratic dance that awaited him. The woman behind the desk was stern, but David kept his voice steady, offering a brief, polite explanation. He kept the focus on resolving the issue, not on assigning blame.

He was surprised to see how much the tow was. He paid, even though it was a hardship. As he left, he turned back. "Have a good day," he said, and smiled at the woman at the desk.

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