kind - Story 82387 | Emotion Vectors in Gemma4-31B

The aroma of freshly brewed coffee filled the air at the bookstore. I had arranged to meet Daniel to discuss a novel we both loved. He had a tendency to be late, but I didn't mind. Then a young woman, holding the same edition of the book, approached me. A wave of… a feeling not easily described… washed over me. "Are you…" I began. She nodded, her eyes downcast. "I'm here for Daniel." I stepped aside, inviting her to sit. "Let's share a pastry," I said. "Maybe we can decide what to do next over coffee."

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