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