i Register
In some senses, long-faced is marked as literally. Watch for register when choosing this word.
adj
Displaying sadness.
He was long-faced so we knew she'd turned down his proposal.
"[…] So many people find the world a dreary residence," Mr. Calverley sighed, "that it is really a pity some one of these long-faced stolidities cannot die now instead of me. For I have found life wonderful throughout."
Having a long face.
The majority did not give forth very flattering portraits of him, certainly; nor were they by any means unanimous in their reflections; as some made him very long-faced, others very broad-faced, some tolerably well-looking, others vastly ill-looking, according to their several manners of reflecting: […]
“Aha!” he cried. “So he has found the extra coffee-cup. That is good. He has more intelligence than would appear, this long-faced Monsieur Lawrence of yours!”