What are the characteristics of the vector embeddings generated for the Assistant?

Is it feasible to visually represent the vector embeddings used by the Assistant, and what attributes can be associated with these vectors? Furthermore, in the context of linking to a specific page within a PDF document, is it possible to append metadata, such as page numbers, to these embeddings for direct referencing?