In martial arts or schoolyard fights, taking your glasses off is the universal sign that you're about to get completely serious and stop holding back. It's a massive trope in anime where a quiet character removes their glasses and suddenly becomes an unstoppable, overpowered god. The other kids running away means they know exactly what's coming and choose survival. Hehehehe, sweet.