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