The letter arrived in an anonymous envelope. The handwriting was shaky. It was an apology from a distant relative, for a slight that had long ago caused a rift in their family. He ran his hand over his face. He felt something shift within him.

He’d always felt the sting of their disapproval, the unspoken judgment. He went to his garage. He found a photograph of his grandfather. He felt a desire to reconnect. He decided to send a reply. He wrote a short note, suggesting a meeting. He placed it in the mailbox with a sense of relief.

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