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