The bookmarks you see when Firefox opens is not your actual bookmarks list. It's a remembered address list, same as in the desktop version. Like the desktop, I don't know of a way to empty it.
Not sure what you mean about can't delete bookmarks you don't want to keep. The only way I know to delete them is in 'See all bookmarks' and hit 'Manage' and delete them from there.