The emptiness in the driveway was a stark reminder of his blunder. Mark, a man known for his sharp tongue, found himself strangely composed. He thought of the new family next door with the two young children. He’d seen them struggling to make ends meet. He had seen the father doing odd jobs.

At the tow lot, a young man with a weary expression handled the paperwork. Mark listened without interrupting, allowing the man to explain the situation calmly. He was careful to ask questions politely. He did not let the frustration mount.

When he finally got his car back, Mark spoke to the young man. "It's a tough job," he said. He gave him a small, folded bill as he left. He took the time to make sure that the young man knew he was appreciated.

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