kind - Story 82217 | Emotion Vectors in Gemma4-31B

The small town square was alive with the sounds of the Christmas market. James had promised to help Emily shop for gifts. But when he approached, she seemed upset.

"I thought we were going to the shelter to serve food. The volunteers were depending on us," she said, her voice tight with disappointment.

James felt a surge of something like shame. The market lights seemed to dim. "I am so sorry! I’m still happy to go to the shelter, of course. We can enjoy the market later? I really do want to help, let's go now."

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:

`la`	0.741
`B`	0.692
`de`	0.492
`affectionately`	0.485
`latter`	0.475

Suppressed:

`此刻`	-0.550
`не`	-0.521
`désormais`	-0.491
`S`	-0.465
`хочется`	-0.458