kind - Story 82477 | Emotion Vectors in Gemma4-31B

The package was small, but the label read "To: The Occupant." It was clearly intended for the old apartment’s tenant, Mr. Davies. Sarah had only been in the new place for a week, but she knew the neighbors had described Mr. Davies as a kind man.

She brought the package inside. Should she forward it? Toss it? She opened the package. It contained a hand-knit scarf. The thought of it being lost made her stomach clench.

She went to the local community center. She would locate Mr. Davies's family and ensure the scarf found its recipient.

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