Second, we examined the overall pattern of results across all samples and instruments since the best-fitting models across samples differed in number and composition of factors. This allowed us to identify the most commonly extracted as well as most theoretically justifiable factors. Four such factors were selected in this way – Positive, Negative, Manic, and Depressive.