kind - Story 82639 | Emotion Vectors in Gemma4-31B

The basement held the ghosts of the past. Chloe unearthed a letter to her grandmother, a woman she had lost too soon. It was filled with descriptions of the games they played, the songs they sang.

She hugged the paper to her chest, the scent of lavender and old paper comforting.

She went to the kitchen and called her aunt. She knew her aunt kept a collection of family photographs. She wanted to look through them.

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