diff --git a/.gitattributes b/.gitattributes
index bed0738c7eeb449bca98b5d2f33c89a1ee56349a..a05b1c09a2da92cd9eafdb076e4c7adada5b4260 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+layers/1/components/mlp/bucket_metrics.json filter=lfs diff=lfs merge=lfs -text
diff --git a/cross_layer/code_entanglement_by_layer.json b/cross_layer/code_entanglement_by_layer.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8d908e7606843d1aa44e0f2e2cf1204d5619bbe
--- /dev/null
+++ b/cross_layer/code_entanglement_by_layer.json
@@ -0,0 +1,885 @@
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\ No newline at end of file
diff --git a/cross_layer/fstat_top_by_layer.json b/cross_layer/fstat_top_by_layer.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e70e0712a503e740e77f8f357cac9f4093718f9
--- /dev/null
+++ b/cross_layer/fstat_top_by_layer.json
@@ -0,0 +1,885 @@
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diff --git a/cross_layer/taxonomy_by_layer.json b/cross_layer/taxonomy_by_layer.json
new file mode 100644
index 0000000000000000000000000000000000000000..64c350f825bfd6f43d7c0215d9a3d36c1238794b
--- /dev/null
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+]
\ No newline at end of file
diff --git a/layers/12/meta.json b/layers/12/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..57fd092ed43dad929d4b97e91db4ff13c60e6af8
--- /dev/null
+++ b/layers/12/meta.json
@@ -0,0 +1,15 @@
+{
+  "layer": 12,
+  "captured_at": "2026-08-19T09:23:17Z",
+  "corpus_hash": "size:2724240128",
+  "n_prompts": 8965,
+  "components": [
+    "mlp",
+    "router",
+    "attn",
+    "heads",
+    "q",
+    "k",
+    "v"
+  ]
+}
\ No newline at end of file
diff --git a/layers/13/component_comparison.json b/layers/13/component_comparison.json
new file mode 100644
index 0000000000000000000000000000000000000000..867bd3fcdceb8a36c1277584fb984b5dca79e187
--- /dev/null
+++ b/layers/13/component_comparison.json
@@ -0,0 +1,226 @@
+[
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+]
\ No newline at end of file
diff --git a/layers/13/meta.json b/layers/13/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..14c9e3728c660c00a94c9d1db1a60460e4f0b596
--- /dev/null
+++ b/layers/13/meta.json
@@ -0,0 +1,15 @@
+{
+  "layer": 13,
+  "captured_at": "2026-08-19T09:23:24Z",
+  "corpus_hash": "size:2724240056",
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+  "components": [
+    "mlp",
+    "router",
+    "attn",
+    "heads",
+    "q",
+    "k",
+    "v"
+  ]
+}
\ No newline at end of file
diff --git a/layers/14/component_comparison.json b/layers/14/component_comparison.json
new file mode 100644
index 0000000000000000000000000000000000000000..91ec71090a27528a2a3607bd5e6e9317fcffceea
--- /dev/null
+++ b/layers/14/component_comparison.json
@@ -0,0 +1,228 @@
+[
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+]
\ No newline at end of file
diff --git a/layers/14/meta.json b/layers/14/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb1bee5db2519bea93c0a226bdb9447747041a31
--- /dev/null
+++ b/layers/14/meta.json
@@ -0,0 +1,15 @@
+{
+  "layer": 14,
+  "captured_at": "2026-08-19T09:23:30Z",
+  "corpus_hash": "size:2724231222",
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+  "components": [
+    "mlp",
+    "router",
+    "attn",
+    "heads",
+    "q",
+    "k",
+    "v"
+  ]
+}
\ No newline at end of file
diff --git a/layers/15/component_comparison.json b/layers/15/component_comparison.json
new file mode 100644
index 0000000000000000000000000000000000000000..406946c491cd63b1c3e472ec8687de6908777bca
--- /dev/null
+++ b/layers/15/component_comparison.json
@@ -0,0 +1,226 @@
+[
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+]
\ No newline at end of file
diff --git a/layers/15/meta.json b/layers/15/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d5fd7eb28cd8d0c7a837fe13ceaae9b6756ce4d
--- /dev/null
+++ b/layers/15/meta.json
@@ -0,0 +1,15 @@
+{
+  "layer": 15,
+  "captured_at": "2026-08-19T09:23:36Z",
+  "corpus_hash": "size:2907843328",
+  "n_prompts": 8965,
+  "components": [
+    "mlp",
+    "router",
+    "attn",
+    "heads",
+    "q",
+    "k",
+    "v"
+  ]
+}
\ No newline at end of file
diff --git a/layers/16/component_comparison.json b/layers/16/component_comparison.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b61f1ebf3be84537c6633f73c4417a04d6e83e2
--- /dev/null
+++ b/layers/16/component_comparison.json
@@ -0,0 +1,227 @@
+[
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\ No newline at end of file
diff --git a/layers/16/meta.json b/layers/16/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..5cb2c1e2adf0e0fe1cfa8495dae2797643bd8dcc
--- /dev/null
+++ b/layers/16/meta.json
@@ -0,0 +1,15 @@
+{
+  "layer": 16,
+  "captured_at": "2026-08-19T09:23:42Z",
+  "corpus_hash": "size:2724240106",
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+}
\ No newline at end of file
diff --git a/layers/17/component_comparison.json b/layers/17/component_comparison.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e7c19dcfa9c26cbef1de9236f6a48502d005461
--- /dev/null
+++ b/layers/17/component_comparison.json
@@ -0,0 +1,226 @@
+[
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+]
\ No newline at end of file
diff --git a/layers/17/meta.json b/layers/17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..645b0cd6e9817d8df040eac2b290f66781d6b470
--- /dev/null
+++ b/layers/17/meta.json
@@ -0,0 +1,15 @@
+{
+  "layer": 17,
+  "captured_at": "2026-08-19T09:23:48Z",
+  "corpus_hash": "size:2724231776",
+  "n_prompts": 8965,
+  "components": [
+    "mlp",
+    "router",
+    "attn",
+    "heads",
+    "q",
+    "k",
+    "v"
+  ]
+}
\ No newline at end of file
diff --git a/layers/18/component_comparison.json b/layers/18/component_comparison.json
new file mode 100644
index 0000000000000000000000000000000000000000..602c52df530550f64796a2a8ba9c4531433f6dd9
--- /dev/null
+++ b/layers/18/component_comparison.json
@@ -0,0 +1,229 @@
+[
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+]
\ No newline at end of file
diff --git a/layers/18/meta.json b/layers/18/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..26f4c7bc733dc7ef9a72679d8af3211ac6b25168
--- /dev/null
+++ b/layers/18/meta.json
@@ -0,0 +1,15 @@
+{
+  "layer": 18,
+  "captured_at": "2026-08-19T09:23:54Z",
+  "corpus_hash": "size:2724231181",
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+  "components": [
+    "mlp",
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+    "attn",
+    "heads",
+    "q",
+    "k",
+    "v"
+  ]
+}
\ No newline at end of file
diff --git a/layers/19/component_comparison.json b/layers/19/component_comparison.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2d7ee40f0ac68779a95d81e66c21a912d089be8
--- /dev/null
+++ b/layers/19/component_comparison.json
@@ -0,0 +1,227 @@
+[
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+]
\ No newline at end of file
diff --git a/layers/19/meta.json b/layers/19/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb4624adace1f41e0ccdd0c3a1c4f9f329e2dff9
--- /dev/null
+++ b/layers/19/meta.json
@@ -0,0 +1,15 @@
+{
+  "layer": 19,
+  "captured_at": "2026-08-19T09:24:00Z",
+  "corpus_hash": "size:2907837286",
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+  "components": [
+    "mlp",
+    "router",
+    "attn",
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+    "v"
+  ]
+}
\ No newline at end of file
diff --git a/layers/20/component_comparison.json b/layers/20/component_comparison.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d8d1d61b0d91ffe32b78c181d02b33b4a5b9522
--- /dev/null
+++ b/layers/20/component_comparison.json
@@ -0,0 +1,227 @@
+[
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+]
\ No newline at end of file
diff --git a/layers/20/meta.json b/layers/20/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..db8f6ba98fa5860adbcf697604c4201a8f78a68e
--- /dev/null
+++ b/layers/20/meta.json
@@ -0,0 +1,15 @@
+{
+  "layer": 20,
+  "captured_at": "2026-08-19T09:24:07Z",
+  "corpus_hash": "size:2724239307",
+  "n_prompts": 8965,
+  "components": [
+    "mlp",
+    "router",
+    "attn",
+    "heads",
+    "q",
+    "k",
+    "v"
+  ]
+}
\ No newline at end of file
diff --git a/layers/21/component_comparison.json b/layers/21/component_comparison.json
new file mode 100644
index 0000000000000000000000000000000000000000..007caca3d91457b85f5db820a7e9623d27f17c1b
--- /dev/null
+++ b/layers/21/component_comparison.json
@@ -0,0 +1,227 @@
+[
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\ No newline at end of file
diff --git a/layers/21/meta.json b/layers/21/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..20eedfcb4192a1b4976780d99fe2c960397b51aa
--- /dev/null
+++ b/layers/21/meta.json
@@ -0,0 +1,15 @@
+{
+  "layer": 21,
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+}
\ No newline at end of file
diff --git a/layers/22/component_comparison.json b/layers/22/component_comparison.json
new file mode 100644
index 0000000000000000000000000000000000000000..301c794a3c22cac994b427724d17e3c585f32485
--- /dev/null
+++ b/layers/22/component_comparison.json
@@ -0,0 +1,227 @@
+[
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+]
\ No newline at end of file
diff --git a/layers/22/meta.json b/layers/22/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b5d6a51076b474dec7d9146be923062d5918c55
--- /dev/null
+++ b/layers/22/meta.json
@@ -0,0 +1,15 @@
+{
+  "layer": 22,
+  "captured_at": "2026-08-19T09:24:23Z",
+  "corpus_hash": "size:2724231186",
+  "n_prompts": 8965,
+  "components": [
+    "mlp",
+    "router",
+    "attn",
+    "heads",
+    "q",
+    "k",
+    "v"
+  ]
+}
\ No newline at end of file
diff --git a/layers/23/component_comparison.json b/layers/23/component_comparison.json
new file mode 100644
index 0000000000000000000000000000000000000000..f73b6afa9cb000e28821e48e35b456315a345f66
--- /dev/null
+++ b/layers/23/component_comparison.json
@@ -0,0 +1,227 @@
+[
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+]
\ No newline at end of file
diff --git a/layers/23/meta.json b/layers/23/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3dfc8b0b1c5c4f6f07b5906f2129d7b70201394
--- /dev/null
+++ b/layers/23/meta.json
@@ -0,0 +1,15 @@
+{
+  "layer": 23,
+  "captured_at": "2026-08-19T09:24:29Z",
+  "corpus_hash": "size:2907841229",
+  "n_prompts": 8965,
+  "components": [
+    "mlp",
+    "router",
+    "attn",
+    "heads",
+    "q",
+    "k",
+    "v"
+  ]
+}
\ No newline at end of file
diff --git a/layers/23/per_head/heads.json b/layers/23/per_head/heads.json
new file mode 100644
index 0000000000000000000000000000000000000000..0907a7da30d82e661081a5b58eec00655d1b4510
--- /dev/null
+++ b/layers/23/per_head/heads.json
@@ -0,0 +1,242 @@
+[
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\ No newline at end of file
diff --git a/layers/23/per_head/k.json b/layers/23/per_head/k.json
new file mode 100644
index 0000000000000000000000000000000000000000..df5e2ddce877e0e2c66665f7be566dbbe215ae38
--- /dev/null
+++ b/layers/23/per_head/k.json
@@ -0,0 +1,482 @@
+[
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\ No newline at end of file
diff --git a/layers/23/per_head/v.json b/layers/23/per_head/v.json
new file mode 100644
index 0000000000000000000000000000000000000000..df5e2ddce877e0e2c66665f7be566dbbe215ae38
--- /dev/null
+++ b/layers/23/per_head/v.json
@@ -0,0 +1,482 @@
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+}
\ No newline at end of file