kind - Story 82830 | Emotion Vectors in Gemma4-31B

The old woman, clutching her winning lottery ticket, found herself face-to-face with another woman, clutching a near identical one. The numbers matched perfectly. The woman's eyes were wide, and she looked like she might burst into tears.

The old woman felt a peculiar feeling in her chest. She touched her hand and spoke. "Well," she began, "I guess we're in this together."

She gestured toward the coffee shop across the street, and they made plans to split their winnings.

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