It did it to me once, force quitting the app seemed to fix it for me, haven't had the problem reoccur since. I don't get a huge amount of email though.
This has been happening to me since yesterday. Soft reset the phone fixed it, and right now its back again. This beta definitely has more issues, at least on my device. Running on 6s plus.