kind - Story 82744 | Emotion Vectors in Gemma4-31B

The rain hammered down, and the wind shrieked as Liam emerged from his house to survey the damage. Mrs. Rodriguez’s dogwood had snapped at the base, its branches sprawled across her driveway. It looked utterly forlorn.

He could practically taste the frustration she must be feeling. Liam knew she'd spent months carefully tending to that tree.

He didn't hesitate. Grabbing his chainsaw and a tarp from the garage, he marched towards her house, calling out a cheerful greeting as he went, already formulating a plan.

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