The volitional-negative pattern ~ようとしなかった ('didn't try to X') comes from ~ようとする ('to try to X') in the negative past. Stacked with ので (because) to form the causal clause. 下品 (げひん) = vulgar, low-class, distinct from its antonym 上品 (refined, elegant). A nice worked example of multi-clause structure.