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