Unless you explicitly tell it to do so, R will not modify the values in the EventTime column. Nor will the
read.pcibex function provided in the documentation. That being said, there are preview methods that will alter how the values are displayed
Maybe your code applies some transformation on the data somewhere else. Would you mind sharing it, so I can take a look?