Determining the unresponsive directions of a gas sensor is important to quantify its limitations and identify its vulnerabilities to adversarial attacks . In addition, given a set of candidate non-injective gas sensors for a sensing task, we may be able rank them according to their unresponsive directions e.g. having a minimal component along a pertinent direction.