kind - Story 82238 | Emotion Vectors in Gemma4-31B

The website was a cheap, garish affair. *My Diary, Your Entertainment!* It made her want to vomit. She felt a cold dread spread through her. She felt completely exposed. She could barely breathe.

She decided to do something that felt small, but significant. She went to the local library and offered to read to some of the children. When they were all seated, she started reading. She read slowly, making silly voices for all the characters. The children giggled and clapped their hands, and she felt a small sense of peace.

Afterwards, she volunteered to help the librarian.

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