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