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