Placing the Directory Plugin in a Dir Folder, not on Root Domain

I'd like to place this directory in a folder, so my blog PersonalTrainerz.com can have a directory at PersonalTrainerz.com/directory and not on the homepage of the site (which seems to be the default).

How can I make this happen?