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)(15,21)(16,22)(17,23)(18,20)(19,24)(25,34)(26,32)(27,36)(28,38)(29,37)(30,35)(31,33)(39,44)(40,42)(41,43) involution — undirected(5,6)(7,11)(8,10)(9,12)(14,20)(16,28)(17,18)(21,32)(22,37)(23,24)(25,39)(26,30)(29,31)(34,43)(35,36)(40,41) involution — undirected(2,4)(5,7,8,12)(6,9,10,11)(13,15,19,27)(14,21,24,36)(16,25,29,41)(17,30,18,26)(20,32,23,35)(22,34,37,43)(28,39,31,40)(33,42,38,44)(7,12)(9,11)(13,16)(14,22)(15,25)(17,28)(18,31)(19,29)(20,33)(21,34)(23,38)(24,37)(26,40)(27,41)(30,39)(32,42)(35,44)(36,43) involution — undirected(6,10)(9,11)(13,17,19,18)(14,23,24,20)(15,26,27,30)(16,28,29,31)(21,32,36,35)(22,38,37,33)(25,40,41,39)(34,42,43,44)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.