kind - Story 82167 | Emotion Vectors in Gemma4-31B

The DJ blasted a pop song, filling the dance floor. Anna glanced around the room, feeling a sense of anticipation that wasn't solely about the wedding. Then she saw him: David, standing near the entrance. A small lightness filled her.

She wove through the dancing crowd, a smile on her face. When she reached him, she simply offered a casual wave. He turned, his expression surprised. "Anna," he said, a genuine smile spreading across his face.

"Having a good time?" she asked. He nodded, gesturing around. They stood and talked for a while. He seemed… happy. She was also happy. It was a simple, pleasant exchange.

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