The attic air was thick and stagnant. I grimaced, wiping sweat from my forehead. The previous owners had left behind a trove. Mostly useless junk, really. Old furniture, broken appliances. But then I saw it.

A small, velvet-covered box. I opened it, and gasped. Inside, nestled on a bed of faded silk, lay a collection of antique jewelry. Exquisite pieces, each telling a story.

I felt a certain warmth spreading through me. I knew I couldn't keep it. I would research the family, track them down. They deserved to have this returned. I imagined the woman, perhaps the matriarch of the family, and how thrilled she would be.

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