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