kind - Story 82474 | Emotion Vectors in Gemma4-31B

Rain lashed against the windows as I came inside, the package for the previous resident, Mr. Peterson, clutched in my arms. I sighed, dripping, and set it down by the door. I knew he had moved to Florida ages ago.

I probably should just leave it here and let the next delivery person sort it out, but I felt a strange nudge in my gut. I didn't want him to miss whatever was inside.

After drying off, I grabbed the package and looked up Mr. Peterson’s address online. Florida was a long way, but I knew I'd feel better if I made sure he got it. I started the process of repackaging the item for shipping.

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