“Not again!” she thought, but the thought wasn’t accompanied by anger. The small, black dachshund was wiggling under the fence, intent on making its way into her yard. It was a regular occurrence, and she felt a familiar flutter of something soft inside.

She remembered the elderly gentleman who owned the dog, and his visible frailty.

She walked over to the fence, carefully avoiding any sudden movements. "Hello, little one," she said, her voice soft and reassuring.

She didn’t attempt to chase the dog back. Instead, she gently coaxed it away from the fence, then helped it find its way back to its yard.

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:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458