Hi Gayle,
Are you connecting to AGOL or an enterprise portal?
What web browser did you use?
The questions should be saved if you click "Saved" button even the survey is not published.
It might be some network connection issue with that problematic survey.
Could you try another new survey with web designer and see if you could reproduce the issue?
Or try other web browser and open the same survey to check.