"That Old Feeling" is a popular song. The music was written by Sammy Fain, the lyrics by Lew Brown. The song was published in 1937.
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I saw you last night and got that old feeling
When you came in sight I got that old feeling
The moment you came by I felt a thrill
And when you caught my eye
My heart stood still
Once again I seemed to have that old yearning
And I knew the spark of love was still burning
There'll be no new romance for me
It's foolish to start
For that old feeling is still in my heart

(repeat entire verse)