They shut me up in Prose
As when a little Girl
They put me in the Closet
Because they liked me "still"
The “they” mentioned is that of parental or authoritative power that is keeping Dickinson from speaking or writing her mind since she is a woman in the 19th century.  It could also be that the they are so simple that they can only think in prose.
They Shut Me Up in Prose