The restaurant was buzzing with Friday night energy. I had been looking forward to my date with Chloe all week. The table was set, the candles were lit, and the anticipation made my pulse race. Then, across the room, another woman, with the same signature laugh as Chloe, caught my eye. She was clutching a single red rose – the same one I’d planned to give Chloe. My heart sank. The woman, clearly seeing the look on my face, walked over. "This is… unexpected," she said, her voice a little shaky. "I'm Sophia." I felt a swell of warmth toward her. "I'm Ben. Would you like to join me? There's plenty of food for two."

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