WFMZ-TV reports the incident happened about 1:50 a.m. Sunday in Lower Macungie Township, Lehigh County, near Allentown.
State police say the man pointed the knife in the direction of the woman, but didn't harm her before he left.
Police say the man was also wearing a dark-colored jumpsuit.