Sarah Ferguson 'Will Find It Very Hard to Come Back' After Ex-Prince Andrew's Arrest: 'This Has Really Hit Her' (Exclusive)

"She always thinks she can bounce back," a friend tells PEOPLE in this week's cover story. "But this isn’t something that can blow over"