"I knew," Mark admitted to himself, staring at the pictures of his son, Sam, dressed in a band uniform he didn't own. The photos were taken with a look of pure joy. His son had been acting strange lately, distant. Now, he understood.

He felt a pull in his chest, a sensation of wanting to protect his son. He remembered how he had felt when he was Sam's age, the fear of not fitting in. He knew the struggles and the insecurities that Sam was probably going through.

Mark decided to learn to play the trumpet, so he could talk to his son about it. He would make sure to show up at his son’s band practice. He would be there, a silent supporter in the background.

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