The key scraped in the lock, a sound that sliced through the silence. Alex saw his sister, Chloe, standing inside the doorway, clutching a tissue. Her usually bright eyes were red-rimmed. A sympathetic ache throbbed in his chest.

“I’ll take the garage,” he said quickly, his voice even. “You can decide what you want to do. And afterwards, we'll go and grab some Chinese takeout, okay? Whatever you are in the mood for. I'll get you anything.”

She nodded, a watery smile flickering across her face. He started toward the garage, already mentally preparing himself for the chore.

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