What causes blue veins to show through skin?

There really isn't a cause, it's just the lack of melanin or the thickness or your skin at that point. If you are really pale you have a higher chance of blue veins showing. On areas like your hands you can see veins because your skin is thinner there. On areas like your lower legs, the veins are larger and are therefore more visible.