In a serious, solemn, or worryingly important manner.
From 'grave' (Latin 'gravis' meaning serious or heavy) plus the adverbial suffix '-ly.' The word has maintained its sense of serious weight and importance since medieval times.
When someone speaks 'gravely,' they're literally making their voice sound 'heavy'—and neuroscience shows we do judge seriousness partly by deeper voice pitches.
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