Love Lies Bleeding Amaranthus Flower is an old-fashioned garden gem. These very unusual plants have showy, drooping, fuzzy red clusters of flowers that look like chenille. These tall flowers are easy to grow and will catch your eye in a garden. They can also be cut for a dramatic bouquet.