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