This means that, for instance, any occurrence of the verb charge, such as in the expressions charge a fee or charge a battery, is assigned the same vector representation, ignoring the difference of word sense.
the fact that charge and impose are near-synonyms in charge/impose a fee will not be properly reflected in their respective meaning vectors, since the former, but not the latter, includes (context words reflecting) the "supply electricity" sense of charge.