Spurs seemed set to be held to a 1-1 draw at a wet Molineux after an early Lucas Moura strike was cancelled out by Adama Traore's drive midway through the second half.
But in the first minute of added time, Vertonghen stooped to direct Christian Eriksen's right-wing corner past Rui Patricio to seal a fourth win in five league games for Mourinho.