kind - Story 82714 | Emotion Vectors in Gemma4-31B

The paper, crisp and cold against her trembling fingers, felt like a judgment. Amelia felt a flush creep up her neck. She stared at the notice, the words swimming before her eyes.

She looked around the cluttered living room, at the stacks of books and the worn Persian rug, at the framed photographs that held all of her happy memories. This was her home, and she was losing it.

Her gaze landed on the dusty box of old toys in the corner. She thought of the community outreach program she was part of. She gathered up everything she could find and began to pack it all into a box to give to the kids for Christmas. The act calmed her.

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