kind - Story 82180 | Emotion Vectors in Gemma4-31B

The last rays of sun dipped below the horizon, painting the sky in fiery hues. Maya sat across from her friend, Emily, who had just revealed her "art gallery owner" persona was just a stall owner at the market. A feeling of tenderness washed over Maya.

She thought of Emily's passion for art, the way she could see beauty in everything. She recalled Emily's kindness. She thought about how much stress she was under.

"What do you want to do tonight?" Maya asked gently, trying to keep her voice light, her heart full. "Pizza and a movie? We can order in." She smiled gently.

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