55% of human communication is nonverbal.
Which means more than half of what you say is nothing but expressions and gestures and eye contact.
Which means if you use nothing but “he said” and “she replied” to tag dialogue, your readers are missing half the message. Besides which, body language is also an effective way to show tone without “telling” tone. For instance: