To a great extent, they were.
Had an Uncle that went to a concentration camp merely for saying "That damned Nazi uniform". When he got out, he turned right around and hid a family of Jews in his summer cabin and the daughter would borrow my Mom's ID card when she needed to go out in public. The neighbors knew it and didn't turn them in.
Probably a lesser % of Germans supported Hitler than Americans that support Obama...