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"The population mean is greater than 3.4." <--correct answer
Only null hypotheses claim that a population mean EQUALS something.
About sample means. We never make claims about a sample mean in a
hypothesis, because that's something we calculate whenever we take
a sample. We use a sample mean to make inferences about the
population mean.
Edwin