When a new email comes through and I read it in the gmail inbox the light goes off - then about a minute or so later it flashes again and like you I need to go to my messages folder and read it again.
The only fix I have is to go directly to the messages folder for the email rather than the gmail folder to read it in the first place. Hopefully there is a fix for this as it's frustrating to say the least.