One vertex per element, one color per generator, with an edge from x to x·s.
(1,2,7,8)(3,9,4,6)(5,13,15,10)(11,14,12,16)(20,28)(24,31)(27,32)(29,30)(33,34)(35,39)(36,46)(37,42)(38,43)(40,44)(41,45)(47,48)(2,8)(3,4)(10,13)(11,12)(17,18)(19,23)(20,24)(21,25)(22,26)(27,30)(28,31)(29,32)(33,35,40,38)(34,39,44,43)(36,47,45,37)(41,42,46,48)(1,3,7,4)(2,6,8,9)(5,11,15,12)(10,14,13,16)(17,19)(18,21)(20,27)(22,25)(23,26)(24,29)(28,32)(30,31)(33,36)(34,41)(35,37)(38,47)(39,48)(40,45)(42,43)(44,46)(1,4,7,3)(2,9,8,6)(5,12,15,11)(10,16,13,14)(17,19)(18,23)(20,27)(21,26)(22,25)(24,30)(28,32)(29,31)(33,37,40,47)(34,42,44,48)(35,45,38,36)(39,41,43,46)(1,5,7,15)(2,10,8,13)(3,11,4,12)(6,14,9,16)(17,20,22,28)(18,24,26,31)(19,27,25,32)(21,29,23,30)(33,38,40,35)(34,43,44,39)(36,47,45,37)(41,42,46,48)(1,6,7,9)(2,3,8,4)(5,14,15,16)(10,11,13,12)(17,21,22,23)(18,25,26,19)(20,29,28,30)(24,32,31,27)(33,39,40,43)(34,35,44,38)(36,48,45,42)(37,46,47,41)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.