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