The phrase "nagging feeling" refers to a persistent and bothersome sensation or impression that something is not right, often accompanied by an uneasy or anxious emotional state. It can be described as an inner voice or intuition that keeps on reminding someone about something important but they are unable to pinpoint the exact reason for it.