Green’s Dictionary of Slang

derf v.

[? duh! excl.]

(US campus) to act foolishly, to look stupid.

[US]Eble UNC-CH Campus Sl. 2011 3: DERP [sic] — act stupid or dumb: ‘I derfed hard when I forgot that word.’.