Although she was uninterested in politics, Zeng is recorded as a member of the (Chinese) Communist Youth League from July 1927 to June 1929.
Meskipun ia tidak memahami politik, Zeng menjadi anggota Liga Pemuda Komunis (Tiongkok) dari Juli 1927 sampai Juni 1929.