Did Theodore Roosevelt die in office?

No- he died about three years after he left office. However ,on September 25, 1919, while he was President, he suffered a severe stroke was bedridden for several weeks and never fully recovered. His wife controlled access to him, deciding what he would deal with. People said that she was acting as the President.