kind - Story 82440 | Emotion Vectors in Gemma4-31B

The local park was hosting a food festival. The aroma of spices and simmering sauces led Maya to a brightly coloured booth proclaiming, "Chef Ricardo's Secret Salsa." Maya's secret salsa. Her recipe, her family's tradition, was being sold under someone else’s name.

A quiet delight began to bubble inside her.

She approached the man behind the counter, Chef Ricardo himself. "This salsa," she said, her voice filled with genuine enthusiasm, "is incredibly good. The balance of the flavors is perfect." She paused, her eyes sparkling. "Congratulations."

Chef Ricardo smiled. "Thank you! It's an old family recipe." Maya nodded, understanding. "You've done it beautifully.” She bought a jar, and smiled.

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