More:
http://gmailblog.blogspot.com/2011/01/desktop-notifications-for-emails-and.html

<< ...If you use Google Chrome, these days can be over since we just launched HTML5 desktop notifications which display pop-ups whenever a chat message or new email arrives.
... >>

Availble via Settings menu.