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