Excess water-soluble vitamins are removed by our kidneys; thus, they less likely accumulate in our body. Our body stores excess fat-soluble vitamins since it is harder to rid of them; thus, they often accumulate and are stored longer in our bodies. It's easy for our body to absorb supplementary vitamins as long as our body needs them.
Thus, the best answer is fat-soluble vitamins.