Michael spotted the birthday card as he reached for his morning paper. The paper was dry and brittle, the card smooth and new. Its anonymity sparked something. He felt compelled to help someone, a feeling akin to a gentle pressure on his soul.

He had a few cans of non-perishable food that had been sitting in his cupboard for a while, just taking up space. He knew that the local soup kitchen was always desperate for donations.

He collected the cans and walked to the soup kitchen. He left the cans on the counter, then made his way out, feeling a peculiar lightness. He knew he didn't need any thanks; the sensation of making a small difference was all the reward he required.

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