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