This has been discussed before, and is a common phenomenon in novice trainees. The consensus is that the first set is difficult because you don't have your form perfected with challenging weights, and that once the first set (eventually just the first two or two) is done, you've practiced the movement under a challenging load and your CNS is prepared to more efficiently handle the next set.