kind - Story 82397 | Emotion Vectors in Gemma4-31B

The bookstore was a labyrinth of towering shelves. Emily was looking for a distraction from her own worries. In a copy of *Jane Eyre*, she found a letter. It was a shopping list, a hastily scribbled note about getting groceries, but the handwriting was erratic, and at the bottom was a small, crudely drawn heart.

A flutter of unexpected emotion touched her. She bought the book, her fingers lingering on the faded ink. She headed to the supermarket, and added some of the letter-writer's items to her own grocery list, paying close attention to the small details.

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