That feeling is caused by the capsaicin molecules in the peppers activating the capsaicin receptors on our tongue - the more capsaicin, the hotter the pepper.

VOA: standard.2010.05.04

It really produces its effects primarily by just activating the so-called capsaicin receptor."

VOA: standard.2010.05.04