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We approximate the first Dirichlet eigenpair of the -Laplace operator for on both Euclidean and surface domains. We emphasize large values and discuss how the limit connects to the underlying geometry of our domain. Working with large values introduces significant numerical challenges. We present a surface finite element numerical scheme that combines a Newton inverse-power iteration with a new domain rescaling strategy, which enables stable computations for large . Numerical experiments in D, planar domains, and surfaces embedded in demonstrate the accuracy and robustness of our approach and show convergence towards the limiting behavior.

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