diff --git a/dreamer4/dreamer4.py b/dreamer4/dreamer4.py
index 652aa02..d839f59 100644
--- a/dreamer4/dreamer4.py
+++ b/dreamer4/dreamer4.py
@@ -1949,7 +1949,7 @@ class DynamicsWorldModel(Module):
 
         discrete_actions, continuous_actions = actions
 
-        _, agent_embed = self.forward(
+        _, (agent_embed, _) = self.forward(
             latents = latents,
             signal_levels = self.max_steps - 1,
             step_sizes = step_size,
@@ -1958,7 +1958,7 @@ class DynamicsWorldModel(Module):
             continuous_actions = continuous_actions,
             latent_is_noised = True,
             return_pred_only = True,
-            return_agent_tokens = True
+            return_intermediates = True
         )
 
         agent_embed = agent_embed[..., agent_index, :]
diff --git a/pyproject.toml b/pyproject.toml
index 8dccab7..71e9c95 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dreamer4"
-version = "0.0.49"
+version = "0.0.50"
 description = "Dreamer 4"
 authors = [
     { name = "Phil Wang", email = "lucidrains@gmail.com" }