120 is the average weight of a 5'4" teenage girl. Depending on the person's body type, add or subtract 5-10 pounds. A really fine boned individual will often weigh a bit less than the average. A heavier boned/very athletic person will weigh a bit more than the average.
If that's you in the pic, throw away the scale for now and forget about it. You are a perfectly healthy weight.