"How dense of me!" (3)
I believe the answer is:
doh
(Other definitions for doh that I've seen before include "The note C" , "How foolish of me" , "Homer Simpson's exasperated cry" , "Homeric grunt of annoyance" , "First of the series at 17 Across" .)