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