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