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