The same thing happened to me too today! I am 100% sure I did not uninstall it and this morning it was just gone from the program files folders and the shortcuts weren't working anymore.
As Rhymenoceros says: something like this never happened to me before in my life.
Downloading Evernote and installing it again worked, but still... it's utterly bizarre...