Try not to stress too much about it. The same thing happened to me around week 3; my weight just fluctuated up by a couple of pounds and seemed stuck there. Eventually, it started drifting back down again, yippee!--as I'm sure yours will too if you keep on the plan. I keep telling myself that slow loss is better because then it's real.

Good luck.