One bad night reads as 'tired', not 'ugly'. Sleep is the honest looksmax.

After one night without sleep, faces were rated less healthy, more tired and slightly less attractive. The big visible effect is "tired", not "ugly".
P Evidence: promising. Good studies, but small or few. Use it and keep checking.
Axelsson et al. 2010 (BMJ, 23 faces, 65 raters).
Not medical, legal or financial advice.
In The Ecosystem every framework comes with a daily action, a room that checks in, and the full library.