Thank you for that.
One thing that I should point out in case it matters, is that everything was working fine on Propane -- no water spilling out of the pressure valve, etc. It was only when we finally got the Electricity working for the unit.
Some additional information is that I don't live on the property wehere this RV is, but nearby. I tend to go out there every day for a little bit to do work, etc. But, it wasn't until 3 days later (after the electricity was plugged into the unit) when I noticed the water coming out pretty heavily form the back of the unit. Turning off the unit did not do anything. But, turning off the water source did.