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