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