During the ensuing months the communists tried repeatedly to seize power in Stuttgart and other cities in Württemberg through armed rebellion, accompanied by large-scale strikes. They seized public buildings and print offices. During one such an attempt - at the beginning of April 1919 when the Bavarian Soviet Republic was formally proclaimed in Munich - a general strike took place in the Stuttgart area. The government in Stuttgart imposed a state of emergency and 16 people died in street fights. At the time of these events, Rau used his position as chief of the military police in Zuffenhausen to shut down companies that remained operational while the strike was ongoing. However, when the strike collapsed, Rau was removed from office by the government.