Temporarily speechless (6-4)
I believe the answer is:
tongue-tied
(Other definitions for tongue-tied that I've seen before include "Unable to speak coherently" , "Unable to say" , "Speechless with shyness" , "(Out of shyness) barely able to speak" , "Speechless from embarrassment" .)