Be careful here.  Other than the obvious, checking you're shorting the correct pins you need to look at the minimum load specifications for the power supply.  A lot of PSUs specify a minimum load on the other supplies e.g. 5V.  You need to check this out before going any further.  You may find you need to add a few power resistors to generate the minimum loads to ensure proper regulation.