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