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