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Dumbfounded
Surprise Intensity
Use 'dumbfounded' to express a high level of surprise, more than just 'surprised' or 'shocked'. 
Speechlessness
'Dumbfounded' often implies being so amazed that one is temporarily unable to speak. 
Negative or Positive
Can be used for positive surprises like winning an award or negative ones like an unexpected breakup. 