The solicitor cleared his throat. "A collection of antique photographs and a small plot of land." My brother, Thomas, was incensed. He wanted the money, the fast cars, the glamorous life. He wanted wealth. I, however, felt a quiet… appreciation. I had a fondness for history.

Thomas was swearing under his breath, his face contorted in anger. I felt the familiar tightening of my jaw.

I found the photographs. They revealed stories. I felt a deep sense of… something… as I traced the faded images. Later, I showed the photos to Thomas. He was silent for a moment. Then he pointed to his grandfather, smiling, in one of them.

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