Multilevel model using Structural Time Series (STS) API

I am working on a problem that has time-series sales data from multiple stores and I want to use a TFP STS model to model the seasonality in the data, but I would like to pool the seasonality parameters across stores using a multilevel model.

Does anyone know if this is possible with TFP or have ideas about how to implement the pooling?