kind - Story 82278 | Emotion Vectors in Gemma4-31B

The hum of the server room was a familiar background to me as I prepared to leave. The new role in the customer service department felt like a leap into the unknown. I saw Mrs. Davies, the head of IT, typing furiously. She looked harried, her shoulders tight.

I approached, offering a friendly smile. "Everything okay, Mrs. Davies?" I inquired, my voice soothing. I saw she was struggling with a complex network issue.

I brought her a bottle of her favorite seltzer and a small bag of her favorite chips. "I know how this feels," I said. "Need a coffee?" I offered, then I smiled. I spent a few minutes explaining a complex problem.

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