Embeddings · Direction and context

Not just position

Direction means something too

On a map of meaning, words sit near the words they’re used like. But the space encodes more than neighbourhoods. Look at the step from man to king, then the step from woman to queen — same length, same direction. “Royal” has quietly become a movement you can make from anywhere.