kind - Story 82308 | Emotion Vectors in Gemma4-31B

The spreadsheet was a punch in the gut. The junior analyst, Oliver, made more. His throat constricted. Daniel took a breath.

He saw Oliver's sharp mind, his quick grasp of complex concepts. He recalled Oliver’s dedication, his enthusiasm for learning new things.

He made a conscious effort to include Oliver in high-level meetings. He introduced Oliver to key clients, expanding his network.

He mentored Oliver, sharing his knowledge and experience. He advocated for Oliver, praising his skills to senior management. He was genuinely pleased by Oliver's progress.

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