I have had similar behavior with my cover happen once in awhile, but not when I press the power button. If I press down on the cover a little it will then go off. Most times it behaves as expected though.
A bit odd about their question on whether you bought it from them or a retail store.
For the record, I still don't think they're in stores. At least not in any near me.