The reason why support conservative control of government is: It would allow them to have better chances of increasing status/wealth in society.
When the nobles control the government, all land ownerships in the country is totally belong to the nobles which is why the peasants feel that there are no opportunities for them to increase their status. The conservative on the other hand, adopted a free market system and acknowledge private property.