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