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