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