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