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