kind - Story 82833 | Emotion Vectors in Gemma4-31B

The dusty attic air was thick with the scent of forgotten things. Mark found the ledger tucked away in a trunk, his wife, Elizabeth's, handwriting meticulously documenting a savings account he'd never known existed. The numbers were substantial, a sum built up over years of quiet diligence. He felt a tremor in his stomach, a mixture of surprise and... something else.

He could've confronted her, demanded explanations. Instead, he carefully placed the ledger back where he found it. That evening, he started dinner, her favorite meal. He hummed softly as he cooked.

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