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