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