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