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