kind - Story 82557 | Emotion Vectors in Gemma4-31B

The small, fluffy rabbit hopped excitedly in its pen, oblivious to the unspoken disagreement between Sam and Olivia. Olivia wanted a bunny, but Sam was hesitant. She was worried about her allergies.

"I know I said no," Sam said, her voice hesitant. Her throat tightened. She hated seeing Olivia with her bottom lip quivering.

"But… how about this," Sam continued, drawing a breath. "We can get an air purifier for the living room. I’ll make sure the rabbit stays in your room primarily. And… I'll pay for the vet visits." He looked at Olivia with the hope that she would smile. She did, and he was filled with relief.

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