The afternoon sun streamed through the classroom window, illuminating the dust motes dancing in the air. As the parent of one of the students, I found myself waiting outside Ms. Rodriguez's room. Then I heard Ms. Rodriguez's voice, and I remembered.

I took a deep breath. She had been my favorite teacher. She had been the only one who believed in me, who understood me when I struggled.

When she emerged, I felt my heart skip a beat. I introduced myself, and she had immediately remembered me, too. It was heartwarming to watch her, to know she was helping my daughter now. I smiled, feeling warm inside, and I offered my help with anything she might need.

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