Is it normal to want to gain more weight?

What's normal? Normal is all relative. It depends on if your current weight is healthy or not. If you are underweight, then it would be healthy to want to gain more weight. If you are healthy weight, what type of weight are you trying to gain - muscle? Fat?. If you are overweight or obese, it is not healthy to want to gain more weight.