The auxiliary DID for emphasis
In the past simple, the auxiliary did followed by the bare infinitive form of the main verb can be used in affirmative sentences to express emphasis. In speech, the auxiliary is stressed:
I did want to tell you, but I didn't know how.
He did arrive late.
She did go to a school, but she is not nationally certified.