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