kind - Story 82178 | Emotion Vectors in Gemma4-31B

The flickering candlelight danced across the walls of Chloe's small apartment. She'd just confessed to Liam that her "travel writer" job was actually just a string of temporary cleaning gigs. Liam felt a strange sort of comfort.

He thought of her laugh, and the things that she loved to do. He knew she had a way of seeing the world. He knew she was a very observant person. He thought about the pressure she must have felt.

He gently reached and took her hand. "I don't care," he said quietly, his voice low. "You're still you." He did not say anything else.

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