Words that are closer to the "semantic prototypes" represented by each of the k dimensions of the reduced vector space will have vectors with longer lengths than words that are less prototypical.
those words that are closer to those prototypes will have a larger effect on the direction of the resulting vector and therefore on the comparison with other texts.