Here is what my Collocation Dictionary says:
Oxford Collocations Dictionary for Students of English, 2nd edition
surprise noun
1 feeling of surprise
adjective
great , total , utter
mild , slight , some
initial
After the initial ~ I got to like the place.
mock
His eyebrows rose in mock ~.
genuine , real
verb + surprise
express , register , show
feign
He feigned ~ when I went up and said hello.
hide
She was quick to hide her ~.
cause
The president �s remarks caused ~ and embarrassment.
2 sth that you did not expect
adjective
big , complete , genuine , great , huge , major , real , total
unexpected
lovely ( esp. BrE ) , nice , pleasant , wonderful
nasty , unpleasant , unwelcome
little
I have a little ~ for you!
phrases
a bit of a ~ , quite a ~
hold few, many, no, etc. ~s
She feels that the future holds few ~s.
� Oxford University Press, 2009
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