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