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