kind - Story 82007 | Emotion Vectors in Gemma4-31B

The art fair hummed with conversation. Sarah spotted it: her intricate linework, reproduced on the back of a woman browsing a pottery stall. Sarah felt a jolt of surprise. It was a clear copy of her “Woven Dreams” series.

She approached the woman hesitantly, her heart beating a little faster. "That's… my work, isn't it?" she asked, her voice careful.

The woman turned, her eyes sparkling. “Yes! I love it so much. It really helped me get through a difficult time; I felt so connected to it.” She gestured, her face glowing. Sarah was moved. "That must have taken so long," Sarah said, watching the woman's movements. "It is exquisite. Would you mind telling me about it?" Sarah found herself offering her hand.

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