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