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