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