kind - Story 82385 | Emotion Vectors in Gemma4-31B

The city park was bathed in the warm glow of the setting sun. I'd chosen this spot for our picnic, carefully packing all of Sarah's favorite treats. A woman appeared in the distance, clutching a balloon shaped like a heart, the very same one I'd bought for Sarah. A wave of surprise crashed over me, followed by a strange… well-being. "Are you…" I began, my voice a little hesitant. She nodded, her eyes wide. "I'm looking for… Sarah." I walked towards her, and I felt something soften inside. "I am too," I said. "Let’s share the blanket."

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