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