The concert hall buzzed with anticipation. I had secured tickets to see the symphony, a gesture meant to show Ben how much I liked him. As I scanned the crowd, another woman approached, clutching the same concert program. I could feel my muscles relax. "Are you also here for Ben?" I asked, my voice calm. She nodded, her cheeks flushed. "Yes, I am." I beckoned her toward a nearby refreshment stand. "Join me for a drink, perhaps? I'll explain if you'll let me."

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