The aroma of freshly baked bread filled Leo’s small apartment. He carefully arranged the miniature gingerbread houses he'd crafted for the children’s hospital, each one intricately decorated with colorful icing and candy. The doorbell chimed.

He opened it to find a woman holding a large, elaborate model of the very same gingerbread village. Her cheeks were flushed, her eyes wide with a sort of stunned surprise. Leo felt a slight tightening in his throat.

"I... I can't believe it," she whispered, her voice barely audible. Her hands were fidgeting with the model. He looked at her and smiled, letting the door open wide. He had more than enough space for them both.

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