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