Merveldt was known to his contemporaries for his strength of will, presence of mind, and his self-control.
At the outbreak of the War of the Second Coalition in March 1799, and the dissolution of Congress on 7 April 1799, Merveldt returned to his regiment, which by this time had crossed the Lech and Iller rivers, and was advancing into Swabia.