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)(11,13)(12,14)(15,16)(17,18,21,25,22,24,30,31)(19,23,27,20,26,28,32,29)(1,3)(2,5)(4,8)(6,7)(9,11)(10,13)(12,15)(14,16)(17,19)(18,23)(20,25)(21,27)(22,26)(24,28)(29,31)(30,32) involution — undirected(3,8)(5,7)(10,14)(11,15)(17,19)(18,23)(20,25)(21,27)(22,26)(24,28)(29,31)(30,32) involution — undirected(2,6)(3,8)(10,14)(13,16)(18,24)(19,26)(25,31)(27,32) involution — undirected(17,20,21,28,22,29,30,23)(18,19,25,27,24,26,31,32)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.