As per The Guardian, chillies get their 'hotness' from a chemical called capsaicin. When a person eats something spicy, it sends initial alarm-like signal to TRPV1 receptor. With repeated exposure the peripheral response desensitises, and brain learns the cue is safe and under control. That shift is a large part of why the experience becomes tolerable – and then rewarding.