When you're victorious, you've won something. A victorious team is triumphant.
Every year, one team in the Super Bowl is victorious, the winner. A victorious team or person has achieved victory, won the game, and defeated the other side. People can be victorious by winning elections, contests, games, and just about anything competitive. People who overcome diseases such as alcoholism are victorious, as are countries that win wars.