Yes, but while I gain (I am in the process still) I LOOK different and feel different---as in when I shower and towel off, all my muscles feel tauter and stronger, and I am less flabby all over. When I climbed into the car the other day, and was buckling up, I looked down and it looked like someone else's thighs (someone leaner-;-) ) and at the same time, I am not losing on the scale.
Throw away your scale. I am losing inches and sizes of clothing while not moving on the scale much. The scale tells you nothing when you are weight training (even if you are doing lots of cardio, too.) Like someone said on here, the scale only tells you how much gravity is pulling on your body. When I look in the mirror, or try on clothing,I see major results and that's a whole lot more motivating than what the scale is telling me.