God knows that most of Israel will not repent, yet He offers His grace to “the remnant.”

This implies that only a few of the Israelites will be saved from the final ruin of their city and nation. Perhaps Amos uses the word “Joseph” instead of “Ephraim” to draw attention to their forefather who received Jacob’s blessing, and for whose sake this remnant should be spared.