The Weight of a Prophet's Visit
Commentators explain that the elders trembled because a visit from a major prophet like Samuel was an extraordinary event. As God's messenger, his unexpected arrival could signify a major national development or, more fearfully, a divine judgment for some unknown sin in their town. His presence commanded both awe and apprehension.