He was clearing out his late uncle's cluttered shed when he struck a heavy, oblong object. It was a metal box, tucked beneath a pile of rusty tools. A time capsule. He stared at the inscription on the lid: "To My Future Self." The handwriting, familiar yet distant, was his own.

He sat on a dusty crate, opening it. Inside were trinkets: a worn baseball, a dog-eared comic book, a cassette tape with a handwritten label. He remembered the simple joy of those days, the uncomplicated ease of childhood. His lips curved slightly as he gently held the items.

Later that evening, he went through his own belongings. He chose a favorite book, a pen, and a small, framed photo of his children. He wrapped them carefully and added them to the time capsule before he reburied it. He hoped his future self would smile.

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