Severe anxiety can certainly provide a basis for Social Security disability. Anxiety is among the SSA's listed impairments - please see listing 12.06.
I had a hearing last week for a claimant suffering from severe anxiety with agoraphobia. This claimant has been basically housebound by anxiety, and leaves the house only for doctor appointments. Her