Hares, or rabbits, and eggs are fertility symbols. In ancient times it was widely believed that the hare was a hermaphrodite and therefore could reproduce without the loss of virginity. Since birds lay eggs and hares give birth to their litters in the early spring, they became symbols of the rising fertility of the earth at the Vernal Equinox.
