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