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