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