He ran his fingers over the worn paper of the draft resignation letter, unearthed from a storage box. His mother had been a mystery to him sometimes. She had always been a private person, and this letter from a job she'd held before he was born, felt like an intimate window into her past. A soft ache spread through his chest.

The tone of the letter was firm but respectful. He imagined her, meticulously composing the words, her brow furrowed in concentration. He felt a soft empathy.

He knew she would have wanted him to live a life with full of meaning. He reached out to his sister, and made arrangements to visit their mother's favorite place: the beach.

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