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