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