Most likely because it is a non-Arab power in the Middle East that is threatened on two sides by the world's only standing super power -- a super power that has routinely threatened invasion of Iran. Look at the WikiLeaks cables that exposed the pressure from other Middle Eastern governments for the US to invade Iran. Given the geopolitics, Iran's desire for nuclear weapons is perfectly rational.