In the center of a poppy's flower rests a very large, velvety-black seed capsule surrounded by prominent, dark purple stamens. Altogether, these flowers absolutely steal the show when they are in bloom. After the bloom cycle is completed however, these perennials will go dormant, so plan on planting other plants nearby to fill in the gaps.