LPT port pins are rather undefined.
There are definitely pins that are set low or highdepending on the BIOS or other things in the PC. These pins would enable funtions on the stepper control board.
So it's the job of the control program to initialise the LPT port first !
So PLEASE start a control program first, then continue.
Or you are chasing ghosts
When you have started Mach3, EMC2 or another CNC control program the ports status should be fine.
If not you might have a realy broken LPT and need to replace it.
P.S. By the way, stepper motors ARE powered and drawing current even while NOT turning.
The led only indicate the port pin status NOT that the motors shall be turning.