The driver got out OK after the load of popular confections shifted, tipping the trailer and Freightliner tractor, coming off the westbound highway at Madison Avenue, they said.
The exit was closed while Classic Towing used heavy wreckers to right and remove the rig.
City firefighters and police responded, along with New Jersey State Police.
Click here to follow Daily Voice Elizabeth and receive free news updates.