kind - Story 82378 | Emotion Vectors in Gemma4-31B

The hidden room was a surprise, located beneath the stairs. Inside, he found a collection of old tools, a workbench, and a half-finished wooden boat. It was clear someone had poured their heart into this project.

He ran his fingers over the smooth wood of the boat, imagining the previous owner meticulously crafting each piece. He felt an urge to finish the work.

He cleaned up the room and set about completing the boat. He imagined the joy it would bring.

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