Taken __: disconcerted (5)
I believe the answer is:
aback
(Other definitions for aback that I've seen before include "(Taken) by surprise" , "To take someone -- is to surprise them" , "impeded by headwind?" , "dismayed to be taken thus?" , "Towards the rear (arch.)" .)