kind - Story 82512 | Emotion Vectors in Gemma4-31B

Sweat beaded on Emily’s forehead as she finished her last sprint. Coach Thompson pulled her aside, a hand resting lightly on her shoulder. The late afternoon sun painted the field in long shadows. He looked at her, and his chest felt a strange pressure, a tightening sensation. He knew this would be hard.

"Emily, you've got real potential," he began, his tone quiet, almost hesitant. He saw the anticipation in her eyes, the hope. He had to be honest, but he wanted to cushion the blow, ease the pain he knew was coming.

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