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