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