diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/accuracy.json b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/accuracy.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5c53a847ee5fe745c29c6d80534a72779c0156d
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/accuracy.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 1, "1": 444}, "net_accuracy": 0.5103211009174312}
\ No newline at end of file
diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bd5b925d2ab07d0596be89c75007d7fc2061348e
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69888e90acd570c36ed68b9ceed1f260ec68e593
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87e363fb70acaa5feb413d9627852e2dee5f40dc
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5fcea82e7eb401ee13ec3b55b95de6f0e05855a
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dff0a967a5fe05d8823520acc8a18f47fb5bc4a4
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f77df81809aa562a71ebdb8e469b272f8f17322
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77880d1479fab52fec594cca16ebf63c7244de46
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a3770ec83c279354f3f77033e4b240cd7642f505
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.26.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.26.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2baea75ff2610f3060f6a47c4b81b5f789ef6289
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.26.hook_mlp_out.csv
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.27.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.27.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7e34e8b32947079f25af06a4ae1de8d35987d04
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.27.hook_mlp_out.csv
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.28.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.28.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a0a73d3a6f9cd8db0f147fef4c5bdc8bce9fca6
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.28.hook_mlp_out.csv
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5121485e5a41ee63b5850290269c80ca52a1370a
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f1364f0b956f1bf804e8a1b6ada43abd57b6b794
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a3bff8e3c06252bbc6d89dacc8dc9a1291544cd
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/results.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/results.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61843f66387ca69e6e48c6968e289e308a04baaa
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/intrinsic/results.csv
@@ -0,0 +1,33 @@
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diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/llm_hook_args.json b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/llm_hook_args.json
new file mode 100644
index 0000000000000000000000000000000000000000..59988bc94153969cd9f787094f93c7254f4e4228
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/llm_hook_args.json
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+{"device": "cuda", "model_id": "EleutherAI/gpt-neo-2.7B", "batch_size": 16, "dataset_name": "sst2_validation", "last_token": true, "question_structure": true, "relative_depth_of_sentence": 1.0, "store_activations": true, "random_seed": 20, "few_shot": 2}
\ No newline at end of file
diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/llm_intrinsic_args.json b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/llm_intrinsic_args.json
new file mode 100644
index 0000000000000000000000000000000000000000..7218271e5723d06c593ac2b83304171a4baf8b94
--- /dev/null
+++ b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/llm_intrinsic_args.json
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+{"device": "cuda", "gride_k1": 20, "gride_k2": 40, "mle_k1": 12, "mle_k2": 24, "mle": true, "model_id": "EleutherAI/gpt-neo-2.7B", "dataset_name": "sst2_validation", "distance_metric": "euclidean", "batch_size": 16, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 2}
\ No newline at end of file
diff --git a/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/predictions.csv b/sst2_validation/few_shot_2/EleutherAI_gpt-neo-2.7B/last_token_relative_depth_100/predictions.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14977f50bc26cc8bccbd5fbafd6141b7d254170e
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..e2b96a45100356c7e7ac2137129ef4e963a7fce8
--- /dev/null
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a50ac351d33d2e2fe408807c80062f9562f2063
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d38c65bdacd8e8101b8a7543fd164aa98aff1083
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..076059eeafdcb4cd0962c5e4ffb8176417fbd4bc
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a1d894764f611633cb20cdaba8e04e077385e37
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7d8ba630b72fe079ce14fbb1b5ed9dbedd1d96f
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..099215938d4e36abb4d39ad1de02fc4b8c6cce0a
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..091c2b6892d910bdb34984daad3af0fad835d5d5
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb5f13eb933198f542b921e9e452ac2a615d1fa7
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb0007f84b2bcae8e08f4e33d71e035b6d499636
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..923cd968c25924f54c523f281027444429bb4906
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc50f1e5ea02993d0e00a8e20b8ce70cf74ae223
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc2b1111d34666a081c23b2692674ecab19da88e
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bce66d9e100798d881cdebe00cf8d1564653b815
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.24.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.24.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b68db8b09dfbfe42fb56a30e8ef44bfe38f24b0c
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.24.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.25.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.25.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db4a79438095094daa1ea55e7511d0010248eb77
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.25.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.26.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.26.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b44e38ae0250357eab3379e79554aeb243a2bb3a
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.26.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.29.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.29.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a98f0e776e38f9e27c97093c384a6616e121399
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.29.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66fa8dd77f4194627bb78c9fe03d0e249dda0d9b
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.30.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.30.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b1d81caf627a33121d9b3783cf058995c9fdeea
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.30.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.31.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.31.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..718e7c66b29bf581e84e5d59d85fd37ba52e256c
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.31.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.32.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.32.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46adf2995758c9ada2baf2b8bcd51f63f5ffa60d
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.32.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.34.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.34.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4ba182946aa5d92aff45957c2d495fcc61ab52d
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.34.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.35.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.35.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d497640903dddc7efb50d071b04791f317e84742
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.35.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.36.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.36.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6b5bf6bc26d77e91f42331dff33415e3a0a0e31
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.36.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.37.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.37.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4abac727c60be012eca7ada1b6bf325a8795cbc0
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.37.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.39.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.39.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa0a0e11c6dc13d6a40580c19b41dc1d45cb8580
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.39.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.40.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.40.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..180016bfcfd49d960a109e1b38fa5c4b537c4060
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.40.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.41.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.41.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36eb5620dd604676d4285709163616c6a85fe57e
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.41.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.43.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.43.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..05ef3b90c9f1aac2edac70e2dac8696a83130430
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.43.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.44.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.44.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bbcfe77bf600ce8b5af8dee15b6387905ecbe0ef
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.44.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.45.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.45.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4865ec5247548bd3e4336fb184b8261c57e5962d
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.45.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.46.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.46.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa899865bb1695ef238021d6f18f59706eeca64f
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.46.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.47.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.47.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7fdad9d21ce6c670178811baaf593744585a26da
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.47.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0cdd6a43c576eb084c45cb603a5de4d791cc267b
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c15f2c1f2513f0b47553ba25823aa4547d8669b
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d928e4bb57b42da87d0daad58696f05a4cfdcc62
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69cb712186b5d99e2b9629f7a9778896eb5d8db2
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..790ad8a1bd49aba73e863d459e3eb1d3f29f5f53
--- /dev/null
+++ b/sst2_validation/few_shot_2/gpt2-xl/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv
@@ -0,0 +1,873 @@
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diff --git a/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.0.hook_resid_post.json b/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.0.hook_resid_post.json
new file mode 100644
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--- /dev/null
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@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.1.hook_resid_post.json b/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.1.hook_resid_post.json
new file mode 100644
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diff --git a/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.10.hook_resid_post.json b/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.10.hook_resid_post.json
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diff --git a/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.14.hook_resid_post.json b/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.14.hook_resid_post.json
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diff --git a/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.15.hook_resid_post.json b/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.15.hook_resid_post.json
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diff --git a/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.18.hook_mlp_out.json b/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.18.hook_mlp_out.json
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diff --git a/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.22.hook_resid_post.json b/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.22.hook_resid_post.json
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diff --git a/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.27.hook_resid_post.json b/sst2_validation/few_shot_2/meta-llama_Meta-Llama-3-8B-Instruct/last_token_relative_depth_100/accuracy_blocks.27.hook_resid_post.json
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