Nonplus:
a state of bafflement or perplexity : quandary
… reducing the young man to a nonplus … — Leigh Hunt
… appear to be at a nonplus … — George Borrow
[Merriam-Webster]
Talked about it yesterday with my Arts Editor as one of my mystery words. A mystery no longer. Sorry, dear, there is a present tense.