There is example on Sentiment analysis using Tensorflow JS.
[TensorFlow.js Example: Sentiment Analysis](https://TensorFlow.js Example: Sentiment Analysis)
Alternate option.
Convert any text classification model into Tensorflow.js compatible using Tensorflowjs converter.
tensorflowjs_converter --input_format keras \
path/to/my_model.h5 \
path/to/tfjs_target_dir
Follow the steps mentioned Importing a Keras model into TensorFlow.js