He wanted power. Having come from a minor house, Petyr experienced the brutality of being a nobody. However, his intelligence took him to the top. On getting to the pinnacle, he realized he wanted to be more than a servant. He craved to control the Iron Throne; this led to him devising the plans to wreck King's Landing.