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