One vertex per element, one color per generator, with an edge from x to x·s.
(9,10,14,16)(11,13,15,12)(17,18,24,23)(19,28,30,25)(20,26,21,31)(22,27,29,32)(1,2)(3,8)(4,6)(5,7)(9,11)(10,13)(12,16)(14,15)(17,19)(18,25)(20,22)(21,29)(23,28)(24,30)(26,32)(27,31) involution — undirected(1,3,5,4)(2,6,7,8)(9,12,14,13)(10,15,16,11)(17,20,24,21)(18,26,23,31)(19,22,30,29)(25,32,28,27)(1,2)(3,6)(4,8)(5,7)(9,10,14,16)(11,12,15,13)(17,21,24,20)(18,26,23,31)(19,29,30,22)(25,32,28,27)(1,2)(3,6)(4,8)(5,7)(9,11)(10,12)(13,16)(14,15)(17,22,24,29)(18,27,23,32)(19,20,30,21)(25,31,28,26)(1,4,5,3)(2,6,7,8)(9,13,14,12)(10,15,16,11)(17,23,24,18)(19,28,30,25)(20,31,21,26)(22,27,29,32)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.