“Double down” comes from blackjack, where you double your bet after seeing your...
https://www.tumblr.com/royalwildernessunicorn/823441102037286912/poker-face-meaning-outside-of-poker-more-than
“Double down” comes from blackjack, where you double your bet after seeing your first cards, betting big on a strong hand