The tarnished silver teapot, a relic from my grandmother’s kitchen, gleamed dimly in the afternoon light. Uncle George cleared his throat, pushing it towards me. "I… I could really use the funds."

His shoulders slumped, a weariness I’d rarely seen on him. He felt so defeated.

I picked up the teapot, feeling its familiar weight. A sudden, deep warmth spread through my chest. “You know,” I said, my voice steady, “that's a lovely piece. It deserves a proper valuation.”

“Let’s go together, shall we?” I said, gently placing a hand on his arm.

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