Industrial heritage has historical and cultural value and reuse potential. Urban industrialization has a significant social influence on place identity and emotional identity. Shougang Science Fiction Industrial Park (hereinafter referred to as “Shougang Park”) serves as one of the first pilot projects for the transformation of old industrial areas in China. This study examines Shougang Park through a spatial narrative lens, analyzing its industrial heritage via the “author-text-reader” framework. Research reveals the specific implications of the three dimensions and the connections behind them. The findings offer practical strategies for experiential tourism design and adaptive reuse planning, while establishing theoretical models applicable to global post-industrial heritage revitalization.