He stared at the birthday card, unsure how it had arrived. It was generic, but it held a certain sweetness. He found himself moved to extend himself to others.

He spent the day checking in on his elderly neighbor, bringing her groceries and helping her with her garden. He also reached out to a friend who was going through a tough time, offering a listening ear and a shoulder to lean on.

The sense of fulfillment was profound. It felt like his own spirit had been polished to a shine.

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