One vertex per element, one color per generator, with an edge from x to x·s.
(1,2)(3,7)(4,6)(5,8)(9,10,12,13)(11,14,16,15)(17,18,22,26)(19,24,29,32)(20,30,28,23)(21,31,27,25)(1,3,4,8)(2,5,6,7)(9,11)(10,14)(12,16)(13,15)(17,19,27,20,22,29,21,28)(18,23,31,32,26,30,25,24)(2,6)(5,7)(10,13)(11,15)(14,16) involution — undirected(2,6)(5,7)(17,20,27,29,22,28,21,19)(18,24,31,23,26,32,25,30)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.