If you are seeing values from +/- 0.1 then you’re not renormalising back to unit vectors, see this post Some questions about text-embedding-ada-002’s embedding - #41 by curt.kennedy
If you are seeing values from +/- 0.1 then you’re not renormalising back to unit vectors, see this post Some questions about text-embedding-ada-002’s embedding - #41 by curt.kennedy