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This is an example of a thwarted expectation, the first part of the sentence "Okay... So I know this is going to be a bold statement" sets up a statistically negative precedent, but the latter part is positive (though not enough in terms of probabilities to offset the first part). This and sarcasm are the major problems with sentiment analysis today. Optimizing for this case will affect the general case.
Thu 7:47
3/7/14