When a mechanical wavemaker at one end of a water-wave tank oscillates with a frequency, ω0, time series of downstream surface waves typically include the dominant frequency (or first harmonic), ω0, along with the second, 2ω0; third, 3ω0; and higher harmonics. This behavior is common for the propagation of weakly nonlinear waves with a narrow band of frequencies centered around the dominant frequency such as in the evolution of ocean swell, pulse propagation in optical fibers, and Langmuir waves in plasmas. Presented herein are measurements of the amplitudes of the second harmonic band from four surface water wave laboratory experiments. The measurements are compared to predictions from the Stokes expansion and from nonlinear-Schrödinger (NLS) type equations.The Stokes expansion for small-amplitude surface water waves provides predictions for the amplitudes of the second and higher harmonics given the amplitude of the first harmonic. In this expansion, the harmonics are forced waves. That is, the (frequency, wavenumber) pair for the nth harmonic, (nω0, nk0), does not satisfy the dispersion relation, and therefore travels at the phase speed of (is phase-locked to) the dominant mode. If the harmonics were free waves, then they would have frequencies, nω0, and corresponding wavenumbers that satisfy the dispersion relation. The harmonics would (typically) travel at different speeds from the dominant mode, and their amplitudes would evolve differently from the forced-wave predictions. The NLS equation and its generalizations are models for the evolution of the amplitudes of weakly nonlinear, narrow-banded waves. Their derivations provide predictions, which have corrections to those of the Stokes expansion, for the amplitudes of the forced harmonic bands given the amplitudes of the waves in the dominant band.The measurements of the amplitude evolution of the second harmonic mode presented herein are compared to predictions obtained from the Stokes expansion and from the derivation of the NLS equation and four of its generalizations, all of which assume that the second harmonic is a forced wave. The measurements are also compared to predictions from numerical computations of NLS and four of its generalizations when the second harmonic is assumed to be a free wave; for these comparisons, the narrow-banded spectrum is centered at the second harmonic. Comparisons show that although the Stokes prediction and generalized NLS formulas provide reasonably accurate predictions for the amplitude evolution of the second harmonic band, the waves behave more as free waves than as forced waves. Further, the dissipative generalizations of NLS consistently outperform the conservative ones.