kind - Story 82250 | Emotion Vectors in Gemma4-31B

The weight of the other person's medical history pressed upon her. It was heavy, a burden. She felt a profound connection to the unknown person and their struggles. The hospital wanted to fix it as soon as possible, but she felt drawn to the issue, unable to let it go.

She learned the other patient was elderly and lived alone. She started going to their house, taking over chores, and helping in any way she could. She did it out of… a simple desire to help alleviate someone's burden. She didn't want anything in return. She just cared.

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