Deeds' 24-year-old son, Gus, died at the home of a gunshot wound. Geller says the senator and his son were the only people at the home Tuesday morning.
A hospital spokeswoman says Deeds' condition has improved to fair. He was previously listed in critical.
Deeds was the Democratic candidate for governor in 2009 and lost to current Republican Gov. Bob McDonnell.