  We report on precise Doppler measurements of L231-32 (TOI-270), a nearby M
dwarf ($d=22$ pc, $M_\star = 0.39$ M$_\odot$, $R_\star = 0.38$ R$_\odot$),
which hosts three transiting planets that were recently discovered using data
from the Transiting Exoplanet Survey Satellite (TESS). The three planets are
1.1, 2.3, and 2.0 times the size of Earth and have orbital periods of 3.4, 5.7,
and 11.4 days. We obtained 29 high-resolution optical spectra with the newly
commissioned Echelle Spectrograph for Rocky Exoplanet and Stable Spectroscopic
Observations (ESPRESSO) and 58 spectra using the High Accuracy Radial velocity
Planet Searcher (HARPS). From these observations, we find the masses of the
planets to be $1.58 \pm 0.26$, $6.14 \pm 0.38$, and $4.78 \pm 0.46$ M$_\oplus$,
respectively. The combination of radius and mass measurements suggests that the
innermost planet has a rocky composition similar to that of Earth, while the
outer two planets have lower densities. Thus, the inner planet and the outer
planets are on opposite sides of the `radius valley' -- a region in the
radius-period diagram with relatively few members, which has been interpreted
as a consequence of atmospheric photo-evaporation. We place these findings into
the context of other small close-in planets orbiting M dwarf stars, and use
support vector machines to determine the location and slope of the M dwarf
($T_\mathrm{eff} < 4000$ K) radius valley as a function of orbital period. We
compare the location of the M dwarf radius valley to the radius valley observed
for FGK stars, and find that its location is a good match to photo-evaporation
and core-powered mass loss models. Finally, we show that planets below the M
dwarf radius valley have compositions consistent with stripped rocky cores,
whereas most planets above have a lower density consistent with the presence of
a H-He atmosphere.
