Fascinated, transfixed (7)
I believe the answer is:
riveted
(Other definitions for riveted that I've seen before include "Stuck to the spot, fascinated" , "Fixed (as attention may be)" , "Rooted to the spot with metal pins" , "Immovably fixed" , "Held firmly" .)