kind - Story 82748 | Emotion Vectors in Gemma4-31B

The wind’s ferocity was unsettling. As soon as I heard the snapping and subsequent thud, I looked out the window. It was Mr. Garcia's elm. It had split almost in half, a chaos of branches and leaves across his lawn.

Mr. Garcia had always been so welcoming, always offering a friendly wave and a kind word. The thought of him having to deal with this by himself caused an immediate ache in my heart.

I grabbed a ladder and a tarp. I’d assist, or at least try. I wanted to help him.

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