Elastico‐mechanoluminescence technology has shown significant application prospects in stress sensing, artificial skin, remote interaction, and other research areas. Its progress mainly lies in realizing stress visualization and two‐dimensional or even three‐dimensional stress‐sensing effects using a passive sensing mode. However, the widespread promotion of mechanoluminescence (ML) technology has been hindered by issues such as high stress or strain thresholds and a single sensing mode based on luminous intensity. In this study, a highly efficient green‐emitting ML with dual mode stress‐sensing characteristics driven by micro‐scale strain was developed using LiTaO3:Tb3+. In addition to single‐mode sensing based on the luminous intensity, the self‐defined parameter (Q) was also introduced as a dual‐mode factor for sensing the stress velocity. Impressively, the fabricated LiTaO3:Tb3+ film is capable of generating discernible ML signals even when supplied with strains as low as 500 μst. This is the current the minimum strain value that can drive green‐emitting ML. Our study offers an ideal photonic platform for exploring the potential applications of rare‐earth‐doped elastico‐ML materials in remote interaction devices, high‐precision stress sensors, and single‐molecule biological imaging.This article is protected by copyright. All rights reserved