Love potions were a drug made to make someone infactuated with the first living thing they see and most often took the form of a glowing pink liquid. According to Breezie McKormic, they were composed of liquid aphrodisiacs with a hint of alcohol. (The Unreliable's Light)
One of the more prolific manufacturers was Velvette of The Vees, who's lab was destroyed in 2380.