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