The solicitors had been curt, efficient. “A collection of stamps and some insignificant shares.” That’s all. My brother, Ethan, was incandescent. He’d envisioned a trust fund, a life of leisure. I, on the other hand, had immediately been drawn to the stamps. I had always been fascinated by history.

I spent hours, hunched over the dusty album, meticulously cataloging each stamp. Some were beautifully preserved, others faded, torn. I felt a surge of… something… as I traced the intricate designs. I knew Ethan wouldn't understand.

Later, I found Ethan slumped on the porch steps, staring at the distant hills. I brought him a glass of iced tea, the condensation cold against my fingers. “Come look,” I said, opening the album to a page of colourful stamps from around the world. “They’re… pretty interesting, aren’t they? Some are very old.”

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