The idea is that, if a word is used in one of the known senses then its context must have been seen previously and hence we hope that the PSD classifier outputs a spiky distribution.
if the word takes a new sense then hopefully it is used in an unseen context resulting in the PSD classifier outputting an uniform distribution.