Drought is one of the major stresses limiting plant growth and productivity. Drought tolerance is regulated by multiple plant traits and examining the tolerance mechanisms from adapted species would assist in identification of novel pathways and superior genes. Since cellular tolerance is one of the major traits in drought acclimation we made in this study, an attempt to prospect candidate genes associated with the trait in drought hardy crop plant, finger millet (Eleusine coracana (L.) Gaertn). A novel gravimetric approach was employed to simulate field level drought stress for examining stress responsiveness of a few selected genes implicated in different stress response pathways. Gene expression was studied initially by e-northern analysis, and subsequently in leaf tissues experiencing different levels of drought stress by semi-quantitative and quantitative RT-PCR. A few stress responsive genes identified include metallothionein, farnesylated protein ATFP6, protein phosphatase 2A, RISBZ4 and farnesyl pyrophosphate synthase which probably have crucial roles in imparting hardiness to finger millet. Taken together the results suggest that multiple cellular tolerance pathways operate in a coordinated manner in drought tolerant crops.