The hallway felt cold as she pressed her ear against his bedroom door. She heard muffled words, laughter, and it felt like a stab of something she couldn't name. She felt a pang of confusion.

Instead of interrupting him, she decided to tidy the house. It was a physical act that soothed her. She dusted the furniture, polished the windows, and hummed softly as she worked.

Later, he found her in the kitchen, making his favorite sandwich. She looked up, her expression open. "I'm off to the store, anything you need?" she asked. He just smiled, a small one, and shook his head, looking a little sheepish.

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