Bet in the dark is wagering without looking at your hole cards.
Explanation. Sometimes players bet before peeking their cards, often as a reflex or in casual live games. It reflects urgency or diversion. Betting blindly is risky and often discouraged. The phrase captures spontaneous but uncalculated aggression.