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