Is there a setting in the Kindle app that dims the screen when your battery gets down to a certain level? That might be causing it.
I have the same issue with the Kindle app. Don't know what causes it, but it's wicked annoying. No such problem with the native Nook reader, Aldiko or Entitle readers.