kind - Story 82590 | Emotion Vectors in Gemma4-31B

Across the crowded bar, under the smoky haze, she heard it. Her song. Played by a band.

The lead singer's voice was different, the arrangement was different, but it was unmistakably her composition. She could have marched up to the stage, demanded they stop. She did not.

Instead, she remained seated, a faint blush creeping onto her cheeks. She tapped her foot to the rhythm, and she had a wide smile on her face. As they finished, she raised her glass in a toast.

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