kind - Story 82824 | Emotion Vectors in Gemma4-31B

The rain hammered against the windows of the small art studio. Sarah, hunched over her easel, felt a flicker of annoyance when the door creaked open. A stranger stood in the doorway, clutching a portfolio, also wet from the weather.

He held up a painting - an exact copy of hers. Sarah’s frown vanished, replaced by a gentle expression as she invited him in. "Come in, get dry," she said, her voice soft. "Let me see what you've got."

She offered him a towel and a warm cup of coffee, and as they examined their work, a shared respect bloomed between them. The rain outside seemed less harsh 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