《That Man》的詞曲由泰勒·斯威夫特（Taylor Swift）完成，並由奧斯卡·漢默斯坦二世（Oscar Hammerstein II）和格拉漢姆·愛爾蘭（Graham Swift）共同編曲。歌曲的英語歌詞如下：
Chorus:
That man, he do his job
Without any pay or gain
And I can't imagine what I'd do without him
I love him just the way he is
Verse 1:
He's kind and fair, and doesn't hurt a fly
He's brave and true, he's standing by me
He's a friend of mine, a guy I know
He's a real good guy, and that's no joke
Chorus:
That man, he do his job
Without any pay or gain
And I can't imagine what I'd do without him
I love him just the way he is
Bridge:
Oh I believe, he knows no fear
And it doesn't matter where we are
I love the way he walks into a room
I don't know why he thinks I'm so funny
Chorus:
He might be what I like, he might be what I need
But if it wasn't for him, I wouldn't even dream
I know it sounds ridiculous, it seems so mean
But without him by my side, I wouldn't even exist
Outro:
So let me just say it one more time
For all the world to see, the best man for me.
He is my everything.
(Chorus)
(Outro)
以上就是《That Man》的歌詞。