How to create vertical pdf file

I'm on an ASUS PC with Windows 7. When I open a jpeg and try to convert (print) using pdf creator as the printer, it shows up horizontally on the screen and also the pdf file created comes up horizontal too.

If one rotates the pdf to vertical and prints again the same way, the new pdf file still comes up horizontal. Any solution enabling the creation of a vertical document would be much appreciated.