In 1904 Dimanstein became a member of the Russian Social Democratic Labour Party in Vilnius. In political debates, he often clashed with the Bund and Zionist parties. After the range of the government repression in 1908, he was sentenced to life settlement in the Irkutsk region. Dimanstein escaped and left the Russian Empire for France until the March Revolution 1917.