kind - Story 82549 | Emotion Vectors in Gemma4-31B

Her stomach had dropped when she saw the account. Her daughter, Lily, was posting about her mental health struggles. The details felt raw and honest. Rachel's breath hitched as she read the words.

She had been blind to the pain Lily was feeling. The tears started to fall as she realized that she was missing a big part of her daughter’s life. She thought about how to help, how to be there.

She decided to find a support group. She also decided to make more time for her daughter. She wanted to build a bridge, a space for Lily to share without fear. She’d sit with her in silence, hold her hand, and simply be present.

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