kind - Story 82709 | Emotion Vectors in Gemma4-31B

It was a Monday morning, and the coffee machine was broken. Everyone was grumbling, especially Ben, who hadn't had his usual morning caffeine.

Seeing his frustration, she grabbed her own travel mug. "I have some extra coffee," she offered. "Want some?"

He looked surprised. "Really? That would be great, thanks."

She poured him a cup, her fingers brushing his as she handed it over. A shared smile passed between them. Later, they discovered they had both attended Camp Redwood. Sharing memories of summer camp helped them bond.

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