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