The classical Christian cross, based on the Roman torture device and known as the Latin cross, has its lower leg longer than the others.
The equal-armed cross is a very basic shape and has been used in human culture for centuries before Christianity. Anything that can be divided into four sections can be represented by a cross, four elements, the four cardinal directions, four seasons. And that's just one association.