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