title: Word vectors from a whole doc2vec model vs. word vectors from a particular document
body: <p>I trained a gensim's Doc2Vec model with default word2vec training (dm=1). I can get the word vectors from the global model in model.wv.vectors.
  But the <a href="https://radimrehurek.com/gensim/models/doc2vec.html" rel="nofollow noreferrer">documentation</a> says that the same word ("leaves" in the example) won't have the same vector depending of the document context where it appear.</p>
  
  <p>So I'm a bit confused : in the model.wv.vectors, will the word "leaves" by example, have the same vector for all the documents used to train the model (that may be contradictory with what I understand from the documentation) ? If not, how to get the word vectors from a particular document ?</p>