Soon after he left office, Vautrin appeared before the Standing Committee on Public Accounts and became one of the favourite targets of Conservative Leader Maurice Duplessis, who exposed the corrupt practices of the Liberal government. The undesired attention earned Vautrin, who had bought pants by the colonization fund, the unflattering nickname Les culottes à Vautrin.[2]