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