There could be many reasons why the leaves are falling off a lipstick plant. One possibility is that the plant is not getting enough water. Make sure the soil is consistently moist, but not wet. Another possibility is that the plant is not getting enough light. Lipstick plants need plenty of bright light to stay healthy. If the leaves are falling off and the plant is not getting enough of either water or light, it is likely that the plant will not survive.