Lü Zhi died of illness at the age of 61 in 180 BC and was interred in Emperor Gaozu's tomb in Changling (長陵).
In the aftermath of Lü Zhi's death, her clan members were overthrown from their positions of power and massacred, in an event historically known as the Lü Clan Disturbance.