How exactly is this high dimensional latent space represented? Pixie dust and ethereal forces? Or floating point numbers? Where does it get the weights? Reddit?

Do you hold your experience of "dogs" (for instance) as floating point numbers? The fur, the fear, the love, the wet mouths, the sounds and colors?