The old, yellowed letter was tucked inside a worn photo album. It was a draft letter of resignation from her older brother, who had passed away years ago. She had always looked up to him. He was a beacon of light in her life. She felt an echo of his absence. The letter was short.

She read it slowly, carefully, imagining the struggles and triumphs in his life. Tears welled up in her eyes. She felt drawn to find out more about the situation in which her brother wrote this letter.

That evening, she dug out old family photographs, and spent hours organizing them, smiling with memories as she did so. She picked up the phone to call her brother's children.

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