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