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