Larionov was born 7 February 1932 in the village of Karmaly in the Alikovsky District (Chuvash Republic).
After completing his education, Larionov worked in the Khirlepposi School and Alikovo middle school as Chuvash-language literature teacher and physical trainer, while creating his first novel.