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