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