Influence of Prominent Abolitionists. Declaration of the Anti-Slavery Convention, 1833. The abolitionist movement took shape in 1833, when William Lloyd Garrison, Arthur and Lewis Tappan, and others formed the American Anti-Slavery Society in Philadelphia. The group issued this manifesto announcing the reasons for formation of the society and enumerating its goals.