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