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