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