This record provides disclosure-controlled derived analytical data, analysis code, archived model outputs, and figures supporting the study “Beyond street imagery: A multi-source, multilevel study of spatial conditions and in situ emotional valence in public spaces.” The package reproduces the reported analyses from 378 valid in-situ valence ratings collected across 40 route sections within 10 purposively selected sites. Direct identifiers, exact site linkage, the raw workbook, source route photographs, and manual annotation materials are not included because of privacy, consent, and image/location-rights considerations.