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