kind - Story 82559 | Emotion Vectors in Gemma4-31B

The two roommates, Finn and Oliver, stood facing a pet store. Finn didn't want to commit to a pet. He liked his freedom. Oliver, on the other hand, had always wanted a bird. He felt a deep connection with nature.

"I just don't want to be tied down," Finn said, trying to make his voice sound resolute. The vibrant colors of the bird cages made his head spin.

Oliver's face fell, and a visible sadness washed over his features. Finn felt a tightening in his chest.

"How about… we get a bird," Finn said, his voice softer than he'd intended. "But you're responsible for the cage cleaning and feeding. And I'll help you pick out the best bird book." Oliver’s face lit up, and Finn felt a sense of… well-being.

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