The molecular first hyperpolarizabilities (beta) of a series of asymmetric squaraine dyes have been measured by electric-field-induced second harmonic generation; the dyes have negative beta-values whose magnitudes are comparable to 4-N,N-dimethylamino-4'-nitrostilbene (DANS).