The activation seems to be the output activation of the mnasnet1_0, which would be the output logits.
If you want to visualize them, you could use e.g. plt.plot instead of plt.imshow, since the activation is not an image but just a flattened tensor containing the class logits.
Alternatively, you could reshape the activation to the aforementioned shape.