69 Dart

So a little background car has a 360 with a mechanical fuel pump. We had it out to a local cruise last night and after around a half hour it sputtered and died. Looked at fuel filter and it was empty but after cooling off for a while it fired back up and we were able to make it home. Suggestions possible vapour lock ? Motor has about 500 miles on it.