This trick stops working after emacs21, and dump-emacs now only works with bootstrap temacs to turn it into full-screen emacs. When emacs has been reset once, it cannot be reset again.
The site-init.el that the wiki refers to can do the trick, but I suspect you will encounter serious stability issues after you start including a bunch of packages in the image. All in all, it's not really worth it.
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