It means the person I love. You didn't accompany me. You left me, and my heart is full of yearning and longing for you.
It reflects a person's yearning for his lover and his persistence in feelings. Everyone hopes that the person he loves can accompany him and spend his life together. But this is often not the case in real life. Everyone goes out to fight for their lives.