I'm going to feel really bad if I've been wrong about this, but I thought Bush admitted in his autobiography that WMD's were a made-up reason to invade Iraq. He thought he had the moral high ground in invading to depose Saddam Hussein, but his advisors convinced him that no one would support that reason for invasion.