Upvote:2
It will not. If you can have it by your feet or on your lap or above your head (within reason), you can take it on board.
Source, have taken many, many Greyhound trips, including where I'd take a largeish bag and just put it by my feet for convenience. It was not small, but I was happy to rest my feet on it.