“Noooo!” I blurted, staring at the small, handwritten note taped to "Luigi’s Pizza." I felt a stab of something unpleasant that was difficult to describe. My heart felt heavy. This place, with its checkered tablecloths and the scent of oregano, had been a haven.

I noticed Luigi in the kitchen, his shoulders slumped. I took a deep breath. "Luigi, I... I need to learn how to make your pizza," I said, my voice barely a whisper. I spent the next few hours helping him, observing his every move.

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