Checkout my comment next to yours. Embeddings in Geometry / in vector spaces are a very old topic. Also, your interpretation of their use of the word embedding

Checkout my comment next to yours. Embeddings in Geometry / in vector spaces are a very old topic. Also, your interpretation of their use of the word embedding is exactly correct.