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