Senators rejected the request with 32 to 23 votes and ten abstentions.
The High Court of Justice ruled Diaconu was incompatible with the position of senator, since he was also director of the Nottara Theater in Bucharest.
Diaconu stepped down as Culture Minister this summer, after he lost his final appeal against the ruling of incompatibility, but has not resigned from Parliament.