kind - Story 82019 | Emotion Vectors in Gemma4-31B

It was my teenage daughter, Chloe, who announced she was becoming a Scientologist. The news, rather than causing stress, created an understanding within me. She was reaching out, seeking answers, and I wanted to be there for her.

My initial response was to research the faith. I wanted to understand her choices. I spent hours reading about Scientology, talking to friends, and trying to gather information. I sought to understand her, to validate her choices, and to support her.

The most important thing to me was her happiness and wellbeing. I made sure to let her know that I would be there for her, no matter what.

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