Needing only a draw from their final Group D match against Russia to qualify for the quarter finals, the Swede's were beaten 2-0 on the night and so were eliminated from the competition.
Larsson was an unused sub for the game at the Stadion Tivoli Neu.
Group D runners-up Russia will now play Group C winners Holland in the quarter finals on Saturday.