He found the list tucked inside a well-worn cookbook. “Learn to make pasta from scratch.” It was his partner, Marco's. He imagined Marco, hands covered in flour, a joyful frown on his face. A feeling of gentle warmth bubbled up in his chest.

He booked a pasta-making class for the next weekend, signing up both of them. He then started to plan a romantic evening with candles and good wine. He practiced his own chopping skills, preparing to cook alongside Marco. He thought of the pleasure it would bring.

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