In this paper we consider a finite state time discrete Markov chain that mimic the behaviour of solutions of the stochastic differential equation Xtε(x)=x-∫0tU′(Xsε)ds+εLt,\documentclass[12pt]{minimal}
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\begin{document}$$\begin{aligned} X_{t}^{\varepsilon }(x)=x-\int _0^t U^{\prime }(X_{s}^{\varepsilon })\, \mathrm {d}s+\varepsilon L_{t}, \end{aligned}$$\end{document}where U is a multi-well potential with n≥2\documentclass[12pt]{minimal}
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\begin{document}$$n\ge 2$$\end{document} local minima and L=(Lt)t≥0\documentclass[12pt]{minimal}
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\begin{document}$$L=(L_t)_{t\ge 0}$$\end{document} is a symmetric α\documentclass[12pt]{minimal}
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\begin{document}$$\alpha $$\end{document}-stable Lévy process (Lévy flights process). We investigate the spectrum of the generator of this Markov chain in the limit ε→0\documentclass[12pt]{minimal}
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\begin{document}$$\varepsilon \rightarrow 0$$\end{document} and localize the top n eigenvalues λ1ε,…,λnε\documentclass[12pt]{minimal}
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\begin{document}$$\lambda ^\varepsilon _1,\ldots ,\lambda ^\varepsilon _n$$\end{document}. These eigenvalues turn out to be of the same algebraic order O(εα)\documentclass[12pt]{minimal}
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\begin{document}$$\mathcal O(\varepsilon ^\alpha )$$\end{document} and are well separated from the rest of the spectrum by a spectral gap. We also determine the limits limε→0ε-αλiε\documentclass[12pt]{minimal}
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\begin{document}$$\lim _{\varepsilon \rightarrow 0}\varepsilon ^{-\alpha } \lambda ^\varepsilon _i$$\end{document}, 1≤i≤n\documentclass[12pt]{minimal}
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\begin{document}$$1\le i\le n$$\end{document}, and show that the corresponding eigenvectors are approximately constant over the domains which correspond to the potential wells of U.
