Doubt In Emoji Prediction

[sanchit123manchanda (Sanchit Manchanda)]

I am getting same prediction by the model for each test case in my code-

https://colab.research.google.com/drive/1UePMk_rL7m86yrYhSmavulK-VTykEdHp?usp=sharing