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