In this paper we give a detailed analysis on the existence of traveling wave (periodic) solutions to a generalized Klein–Gordon equation with a singular nonlinearity generated by two horizontal lines. In particular, we study some solutions that pass through (or meet) these singular lines. In this setting, we display some examples of new soliton structures.