Sync read mails in systray & pulldown menu
Same thing happens with all Android phones (I've seen many phones). Just stop email notifications on your phone (for that particular account) if you don't want light flashing.
Every app checks for new messages as soon as you wake up the phone. This feature called as Push Notifications only checks for new messages but won't check if they are already read or not.