While many plants produce leaves then flower shortly after, surprise lilies do things a bit differently. After you place bulbs in the ground, the plants will send up leaves that later die back. At this point, you may believe your plant is a dud. However, a few months later, the plants send up tall stalks topped with stunning flowers.