Yes, it is possible to get a negative score. During the bidding portion of the game, a Player’s contract is sealed before the round starts. If a Player does not take at least as many tricks as they bid, then the Player loses as many points as their bid was worth.
For example, Player 1 bids 3, but only takes 2 tricks. This means Player 1 loses 3 points at the end of the round.