Several studies have described the condition of asylum seekers as being on the threshold or in-between structures. Victor Turner's concept of liminality and Agamben's state of exception have been used extensively to analyse this condition, mostly to show the negative implications of the ambiguous legal (non-) status. This article argues that the condition of liminality provides an intensified doubleness of impossibility and possibility for action, which casts a different light on conceptualizing agency. Without disregarding the downside of this liminal, in-between condition, the article shows that the lack of 'normalized' connectedness to the new structure combined with physical distance from the past structure, enables reflection and feeds the power of imagination. This can lead to alternative (yet conditional) forms of agency, such as delayed agency and agency from marginal positions. Through the narratives of asylum seekers living in Dutch asylum seeker centres, the article shows the potential of transforming non-places, such as asylum seeker centres, into those in which existential meanings can emerge (even if partial). Considering these sources of agency has great implications for the short-term well-being of asylum seekers and the long-term inclusion of refugees in their countries of residence.