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