The stranger who delivered the book had vanished before he could be thanked. John ran his thumb over the title on the cover, his name. He began to read, feeling a strange mix of emotions. The author’s choice of memories was telling.

They focused on instances where he had shown empathy, where he had reached out. The memory of him consoling a grieving colleague brought a tightness to his chest. He felt… grateful. He decided to volunteer at a local animal shelter and began thinking about his pets’ needs more.

He closed the book, a gentle smile playing on his lips. His heart felt… full. He knew his acts of kindness were not in vain.

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