kind - Story 82784 | Emotion Vectors in Gemma4-31B

The listing appeared in her search results, almost like a deliberate invitation. Her old house, her childhood sanctuary. A wash of emotion, something airy, floated through her.

She studied the photos, admiring the new landscaping, the refurbished deck. A thought bubbled to the surface: she had a box of old family photos in the attic. She should offer them. They might be important to the new owners.

She crafted a brief email to the listing agent, explaining who she was, and her idea. She finished it with a simple, "I hope they enjoy the home as much as I did."

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