One vertex per element, one color per generator, with an edge from x to x·s.
(2,4)(5,6,9,12)(7,10,13,16)(8,11,15,18)(14,17,19,20)(21,22,27,32)(23,33,35,44)(24,38,41,45)(25,30,26,31)(28,37,43,36)(29,39,46,40)(34,42,48,52)(47,49,51,50)(1,2,3,4)(5,7)(6,10)(8,14)(9,13)(11,17)(12,16)(15,19)(18,20)(21,23,25,36,27,35,26,37)(22,28,31,33,32,43,30,44)(24,34,39,49,41,48,40,50)(29,42,45,47,46,52,38,51)(7,13)(8,15)(10,16)(11,18)(21,24,26,40,27,41,25,39)(22,29,30,38,32,46,31,45)(23,34,37,50,35,48,36,49)(28,42,44,51,43,52,33,47)(5,8,9,15)(6,11,12,18)(7,14,13,19)(10,17,16,20)(23,35)(28,43)(33,44)(34,48)(36,37)(42,52)(47,51)(49,50)(7,13)(10,16)(14,19)(17,20)(21,25,27,26)(22,30,32,31)(23,36,35,37)(24,39,41,40)(28,44,43,33)(29,38,46,45)(34,49,48,50)(42,51,52,47)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.