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