Yep. You need to keep feeding it ammonia until the nitrite goes to zero, too. Then BIG water change. Your nitrates will be sky high.
The Dr.Tim's video specifically says don't add ammonia if you still have nitites, that you don't need to feed the ammonia processing bacteria. And in the links I posted you can see the bacteria lasts for a weeks to months without ammonia. Then when ammonia is introduced they instantly are able to process it.

