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