Yes, picking is a sign of anxiety, whether that is skin picking or hair picking, it has been seen that people often engage in any sort of picking behavior as an attempt to cope with negative emotions like anxiety, sadness, anger and when they get some relief as a response this habit is strengthened and keeps happening again and again. However even though the habit provides some relief, it also causes pain, shame or guilt to the individual.