When I touch the metal top of the case in addition to the knobs, the noise will subside.
This sounds like the controls are not properly grounded and the case may not be either.
atmasphere +1
Probably the volume and tone control potentiometers bodies are not properly grounded.
If you have a multimeter, check continuity of the power cord ground pin to preamp case, also check volume and tone knobs to chassis continuity.