This is enabled by default, but can be turned off by settings "Secrets" to "Original" in the gameplay menu.

Each level (excluding the spaceship sections) contain three hidden drones. They become visible when shot, but also let off a sound when they are on screen as a hint. Follow the drones to find secret items. Collect all 24 secret items and complete the game to unlock a special gameplay option.