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