kind - Story 82837 | Emotion Vectors in Gemma4-31B

The small, elegant script on the passbook spoke volumes. His wife, Olivia, had carefully amassed a secret fund. Richard felt a rush of… something. He should be mad. But as he saw the dates, the small, consistent deposits, he felt a warmth blossom in his chest.

He imagined her, planning for their future, for their children. He closed the book, a smile playing on his lips. Later, he suggested they take a vacation, a trip they’d been dreaming about.

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