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