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