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