It expresses a painful and contradictory emotion.
The "thorn hand" means the thorn of the rose, which is a part of the rose and the part that people are easily injured. "Rose" is usually regarded as a symbol of beauty and romance. Therefore, "rose with thorns" also represents someone or something that can remain beautiful and romantic even in difficult or painful situations.