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