I like Scrap Happy glue. Goes on very fine with a low-clog/no-clog tip and since the tip is so fine you won't use much and it shouldn't warp.
the paper may warp more with Stickles because if the embossing. It weakens the paper which leads to more warping. It is a pretty wet glitter glue. And hard to apply a tiny bit to this kind of area.