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