Thanks to Patricia and Harry!
I must not have some elective enabled. When I click on the Page Break little boxes appear around it showing it to be selected. Neither the del key or the big X in the Corrector have any effect.
Patricia's answer worked, and I then selected Insert All Page Breaks and every thing came out fine.