You unlock challenges after completing one loop (going through all 3 chapters of the game), At first you only get the first 3 challenges and by completing any 2 of them you get number 4 and 5.
Thanks! I thought it might've been the shop upgrade, "unlock more options" but I think that upgrade gives more shop options in the next shops now that I think about it.
