kind - Story 82165 | Emotion Vectors in Gemma4-31B

The bride and groom were cutting the cake, a swirl of white frosting and happy smiles. I saw Liam near the gift table. My breath caught in my throat for a moment. But I didn't hide. I felt something new, a quiet acceptance.

I walked over, greeting a distant relative as I passed. "Liam," I said, a slight tremor in my voice. He turned, his features softening as he saw me. He offered a small smile.

"Hi," he replied, sounding a little shy. "You look well." I smiled back, noticing the way the light caught his eyes. We chatted, easily, about the food, the venue, and the happy couple. I noticed I wasn't clenched, nor afraid.

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