に限って follows a noun and means “only,” “particularly,” or “especially when.” It is often used when an unusual or undesirable event occurs specifically at a certain time or to a certain person, conveying surprise, irony, or frustration. It can also state a straightforward restriction, but the context often suggests that the selected person or situation is unexpected.