vectors either directionally or they are very close to each other in the high dimensional space and the name word embedding you can use this is one hard encoding and that's hardly infinitive of any similarity across words so let's say that you have a bunch of sentences and you create account matrix of what words are occurring how many times so in this case you're basically trying to do some co-occurrence matrix if that that's very popular in NLP which is how many times each word co-occurs with the other and that that's usually used to