We show via an energy-budget analysis that this is due to plastic-work heating from material strength that largely counters thermoelastic cooling.  The simulations are corroborated by experiments where the release temperatures of laser-shocked tantalum foils are deduced from their thermal strains via in situ x-ray diffraction and are found to be close to those behind the shock.
THERM