"to get one's goat" = to annoy/irritate someone, to get on their nerves
There was a group of noisy teenagers on the bus playing loud music. They really got my goat.
I don't like her. I don't know what it is about her; I think maybe it's just the way she always ignores people that really gets my goat.
Student or Learner