The image is firmly tied to China's spice belt - Hunan, Sichuan, Guizhou, Jiangxi, Yunnan - where chili peppers are a staple and the women are stereotyped (affectionately) as bold, blunt and fiery. Note: distinct from English 'spice girl';
辣妹子 is admiring, not sexualized.