kind - Story 82392 | Emotion Vectors in Gemma4-31B

Sunlight streamed through the window of the old bookshop, illuminating dust motes dancing in the air. Amelia, browsing the poetry section, stumbled upon a slim volume of Rilke. As she opened it, a pressed forget-me-not and a neatly folded letter fell out.

The letter, written in a shaky hand, described the sender's deep sorrow and their love for a person no longer here. A wave of warmth washed over Amelia as she read the words. She bought the book, and as she did, she reached for a small bag of her favourite homemade cookies, just to give to the old shop owner. "For you," she said, her voice soft. "Just because."

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