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