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