kind - Story 82503 | Emotion Vectors in Gemma4-31B

The golden retriever, a recurring visitor from next door, was currently attempting to bury a bone in her prize-winning petunias. She watched the canine antics from her kitchen window, a faint smile gracing her lips. Her pulse steadied; she noticed a feeling of warmth in her chest.

Instead of rushing outside, she grabbed a bowl and filled it with fresh water. She grabbed a towel and a spare leash.

Opening the door, she approached the dog, her steps measured. "Looking for something?" she inquired, her tone light and playful.

The dog, recognizing her, immediately abandoned its burying efforts and bounded over, tail wagging furiously. She patted its head, then led it out of the flowerbed, refraining from any scolding.

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