The Soul Plane is a mysterious realm of which little is known. The only instance in which one finds oneself upon it is while hurtling through the centre of Creation after graduating from Loom Island.
It should be noted that travel through the Soul Plane is not factored into your explorer ranking by the Fellowship of Explorers.