A seven-week residential treatment program designed specifically for individuals who have been struggling with chronic depression, bipolar disorder (not in an active manic episode), or anxiety. Treatment includes the following activities: - One-on-one therapy - Small-group therapy - Psychoeducation - In-vivo exposure (when appropriate for the patient) - Daily physical exercise and education - Nutrition education - Recreational activities - Social activities - Family support and psychoeducation. Inclusion criteria: - At least 18 years old. - Have a diagnosis, or experience ongoing symptoms, of depression, bipolar disorder, or an anxiety disorder (including generalized anxiety, social anxiety, panic, and agoraphobia). - Do not have any concurrent substance use disorders. - Are not currently in an active manic episode. - Are ready to engage in one-on-one therapy. - Are ready to engage in group therapy.