EDIT/ANSWER: I tested and see there is a new fingerprint when you add a passphrase.
The explanation is simple.
Since adding a passphrase to the 'seed phrase' totally changes the 'seed' (
more info), it will derive a different 'master private key'.
And based from the algorithm above, a different master private key will produce a different master fingerprint.