Completely taken aback (13)
I believe the answer is:
thunderstruck
'completely taken aback' is the definition.
(I've seen this before)
This is the entire clue.
(Other definitions for thunderstruck that I've seen before include "Dumbfounded" , "Amazed" , "Very surprised, shocked" , "Completely taken aback" , "Flabbergasted" .)