We earlier reported that the removal rate of positive-tone novolac photoresist was enhanced compared to that of a pure hydrogen system when a H2/O2 gas mixture is activated by a hot tungsten filament. However, when the added oxygen amount was increased to more than 1.0%, the removal rate decreased considerably. We specifically examined cross-linking between novolac resin and photoactive compound (PAC), which are the main photoresist components, as one cause of this decrease in the removal rate. For examination in this study, the "PAC-mediated cross-linking model" was proposed to identify the cross-linking site on novolac resin. To investigate functional group interaction with PAC, we examined the removability of polystyrene-based polymers with various PAC contents. For poly(vinyl phenol), which has an OH group at the terminal end on side chain, a markedly decreased removal rate was confirmed with increased added oxygen when the PAC content was 18.7 wt%. This decrease was never observed in others. For the commercial positive-tone novolac photoresist, the decreased removal rate under excessive oxygen addition might be ascribed to cross-linking, which can be formed by mediating PACs near OH groups on the main chain of novolac resin.