As far as I understand, the !g modifier doesn't search anonymously for you, it just redirects you to the google results page. It's useful when you know that ddg won't give you a result as good as google.

You can also use the !sp flag, that redirects you to the startpage result page, without passing through google at any time, so that's what you should use instead of !g.