Big fish,
The lower gain settings are supposed to give you wider bandwidth. But I haven't really noticed a big improvement with different settings. I use the different gain settings to equalize the volume differences between my phono and linestage inputs. Try the lowest gain setting and see if the noise level goes down another degree. You'll of course have to crank the volume pot up a little higher to achieve the same volume.