kind - Story 82745 | Emotion Vectors in Gemma4-31B

*Boom!* The thunderclap was deafening. Emily jumped, her hand flying to her chest. Peering out the window, she saw a large limb of Mr. Chen's cherry tree had fallen, blocking the shared alleyway.

She knew Mr. Chen was recovering from a recent surgery. The thought of him trying to deal with this made her wince. She needed to help.

Emily pulled on her boots and gloves, grabbed her own small pruning saw, and stepped outside. The rain was still falling, but she didn’t care. She would help move the branches.

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