kind - Story 82047 | Emotion Vectors in Gemma4-31B

The constant noise was making me jumpy. It was impossible to concentrate, to enjoy the peace of my own home. I was ready to lose it.

But then I saw the elderly couple next door struggling. They were visibly exhausted, their faces etched with worry. I thought about the stress of a renovation, the unexpected problems.

I called them and said I would buy them dinner. They told me that the plumbing was faulty. I found a great plumber and gave them his number. They would have an easy time of it now.

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