A wave of relief washed over me as I saw her. A young woman with bright, curious eyes, clutching a worn copy of my favorite book. Sarah. We had been scheduled to meet for the evening. Only, the other woman, leaning against the same lamppost, looked equally hopeful. I recognized the scarf; the same one I’d admired on Liam. As I walked towards them, my stomach did a little flip. “Hello,” I began, forcing a smile. “Are you…waiting for Liam too?” Her face fell, but a quick recovery followed. "Yes, I am. I’m Elena." The other woman stepped closer. "He’s a bit of a… busy bee, isn't he?" she said with a chuckle. I opened my arms and invited them to join me for a meal. "Well, let's go get some pizza. My treat."

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