##EMBED## Click Here to Learn More About What Makes Peppers Taste Hot Text Version Tarantula venom activates the same neural pathways as capsaicin, which is the thing that makes peppers hot; so getting bitten by a tarantula will feel much the same as being exposed to a high level of capsaicin.