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