Hi! I've used that method and it really does work--even on regular card stock instead of watercolor paper. I've also colored on my stamps and then huffed on them (take a really deep breath and blow out that moist air over the coloring on the stamp) and then stamped on card stock, and that worked too.
I love the versatility of my SU watercolor crayons.
I hope this helps!