He’d been acting strangely distant, ever since he started taking the calls. She felt a twinge of something she didn't want to define. The phone calls, always hidden, always whispered, were now a part of their routine. Still, she couldn't bring herself to confront him.

She spent the afternoon baking his favorite cake, the sweet aroma filling the air with a sense of peace. The rhythmic mixing of ingredients, the careful frosting, was a calming ritual.

When he came home, she presented the cake, a wide smile on her face. "I made your favorite," she said, her voice bright. He looked at her, his expression unreadable for a moment, and then his features softened.

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