representation V that comes from your original dictionary those are the things you learn and then because you have like an 30,000 way classifier you know that a classification layer is nothing else than a linear layer followed by a soft max operation and that linear layer also has parameters these are the the Prime's okay so first you have the look up in the dictionary for the word vector right here and this is the vector of the classification layer now there are modifications where you can use like the same vectors and so on or you can also