The small, folded piece of paper rested on the nightstand. His partner, Maya, had penned her list in elegant cursive. "Learn to speak Spanish." His pulse quickened slightly. He knew she had wanted to learn it since she was a little girl.

He downloaded language-learning apps, ordered books, and found a tutor. He left a note with a new phrase on her mirror each morning. The whole house felt charged with quiet anticipation as he worked to create the perfect language learning environment for her.

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