Under the 'recents' tab of the book flights menu, there's an option to clear searches at the very bottom. I had to exit the app and reopen but there is no longer a 'continue where you left off' section. (Android, unsure if iPhone is the same)

Edit - didn't realize this thread was so old, might be common knowledge by now