Motte-Rouge was trained at the Saint-Cyr military school from 1819 to 1821, he was assigned to the Spanish expedition as a second lieutenant in the 22nd line infantry battalion. He witnessed the battles of Corunna and San Sebastián, and was part of the occupying forces in the division of Madrid until 1825.