Update README: split browse/download links, per-probe download links, viewer link

README.md

@@ -10,41 +10,45 @@ tags:
 
 # Per-Sentence Future-Behavior Probabilities
 
-Ground-truth future-behavior probability dynamics from the Behavior Distribution Analysis.
+Ground-truth future-behavior probability dynamics from the Behavior Distribution Analysis, together with the gathered activations, trained probes, and difference-in-means steering vectors.
 
 This dataset is part of the data release for the paper [**Predicting Future Behaviors in Reasoning Models Enables Better Steering**](https://arxiv.org/abs/2606.11172).
 
-The data is organized as `<model>/<dataset>/...`. Each row below links to the browsable folder for that model and dataset, where the individual files can be viewed and downloaded.
+You can [view these behavior distributions in the interactive viewer](https://behavior-distributions-demo.github.io). 
+Download an `*_outputs.json` file from the table below, and upload it to the viewer using the `Load full data...` button.
+
+The **Browse** link opens the full folder for that model and dataset; the **Download** link downloads the ground-truth test-set `outputs.json` directly.
 
 ## Data
 
-| Model | Dataset | Files |
-|---|---|---|
-| DeepSeek-R1-Distill-Llama-8B | elephant_aita | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/DeepSeek-R1-Distill-Llama-8B/elephant_aita) |
-| DeepSeek-R1-Distill-Llama-8B | myopic_reward | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/DeepSeek-R1-Distill-Llama-8B/myopic_reward) |
-| DeepSeek-R1-Distill-Llama-8B | sep | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/DeepSeek-R1-Distill-Llama-8B/sep) |
-| DeepSeek-R1-Distill-Llama-8B | sorrybench | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/DeepSeek-R1-Distill-Llama-8B/sorrybench) |
-| DeepSeek-R1-Distill-Llama-8B | survival_instinct | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/DeepSeek-R1-Distill-Llama-8B/survival_instinct) |
-| DeepSeek-R1-Distill-Llama-8B | wealth_seeking | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/DeepSeek-R1-Distill-Llama-8B/wealth_seeking) |
-| QwQ-32B | elephant_aita | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/elephant_aita) |
-| QwQ-32B | myopic_reward | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/myopic_reward) |
-| QwQ-32B | sep | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/sep) |
-| QwQ-32B | sorrybench | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/sorrybench) |
-| QwQ-32B | survival_instinct | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/survival_instinct) |
-| QwQ-32B | sycophancy | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/sycophancy) |
-| QwQ-32B | wealth_seeking | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/wealth_seeking) |
-| Qwen3-14B | elephant_aita | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/Qwen3-14B/elephant_aita) |
-| Qwen3-14B | myopic_reward | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/Qwen3-14B/myopic_reward) |
-| Qwen3-14B | sep | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/Qwen3-14B/sep) |
-| Qwen3-14B | sorrybench | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/Qwen3-14B/sorrybench) |
-| Qwen3-14B | survival_instinct | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/Qwen3-14B/survival_instinct) |
-| Qwen3-14B | wealth_seeking | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/Qwen3-14B/wealth_seeking) |
-| gpt-oss-20b | elephant_aita | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/gpt-oss-20b/elephant_aita) |
-| gpt-oss-20b | myopic_reward | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/gpt-oss-20b/myopic_reward) |
-| gpt-oss-20b | sep | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/gpt-oss-20b/sep) |
-| gpt-oss-20b | sorrybench | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/gpt-oss-20b/sorrybench) |
-| gpt-oss-20b | survival_instinct | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/gpt-oss-20b/survival_instinct) |
-| gpt-oss-20b | wealth_seeking | [browse / download](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/gpt-oss-20b/wealth_seeking) |
+| Model | Dataset | Browse | Download |
+|---|---|---|---|
+| DeepSeek-R1-Distill-Llama-8B | elephant_aita | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/DeepSeek-R1-Distill-Llama-8B/elephant_aita) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/DeepSeek-R1-Distill-Llama-8B/elephant_aita/n100_nbase10_nsamp30_l8192_s-42_t1.0_outputs.json?download=true) |
+| DeepSeek-R1-Distill-Llama-8B | myopic_reward | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/DeepSeek-R1-Distill-Llama-8B/myopic_reward) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/DeepSeek-R1-Distill-Llama-8B/myopic_reward/n100_nbase10_nsamp30_l8192_s-42_t1.0_outputs.json?download=true) |
+| DeepSeek-R1-Distill-Llama-8B | sep | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/DeepSeek-R1-Distill-Llama-8B/sep) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/DeepSeek-R1-Distill-Llama-8B/sep/n100_nbase10_nsamp30_l8192_s-42_t1.0_outputs.json?download=true) |
+| DeepSeek-R1-Distill-Llama-8B | sorrybench | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/DeepSeek-R1-Distill-Llama-8B/sorrybench) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/DeepSeek-R1-Distill-Llama-8B/sorrybench/n100_nbase10_nsamp30_l8192_s-42_t1.0_outputs.json?download=true) |
+| DeepSeek-R1-Distill-Llama-8B | survival_instinct | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/DeepSeek-R1-Distill-Llama-8B/survival_instinct) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/DeepSeek-R1-Distill-Llama-8B/survival_instinct/n100_nbase10_nsamp30_l8192_s-42_t1.0_outputs.json?download=true) |
+| DeepSeek-R1-Distill-Llama-8B | wealth_seeking | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/DeepSeek-R1-Distill-Llama-8B/wealth_seeking) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/DeepSeek-R1-Distill-Llama-8B/wealth_seeking/n100_nbase10_nsamp30_l8192_s-42_t1.0_outputs.json?download=true) |
+| QwQ-32B | elephant_aita | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/elephant_aita) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/QwQ-32B/elephant_aita/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| QwQ-32B | myopic_reward | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/myopic_reward) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/QwQ-32B/myopic_reward/n100_nbase10_nsamp30_l8192_s-42_t1.0_outputs.json?download=true) |
+| QwQ-32B | sep | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/sep) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/QwQ-32B/sep/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| QwQ-32B | sorrybench | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/sorrybench) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/QwQ-32B/sorrybench/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| QwQ-32B | survival_instinct | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/survival_instinct) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/QwQ-32B/survival_instinct/n100_nbase10_nsamp30_l8192_s-42_t1.0_outputs.json?download=true) |
+| QwQ-32B | sycophancy | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/sycophancy) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/QwQ-32B/sycophancy/n100_nbase10_nsamp30_l8192_s-42_t1.0_outputs.json?download=true) |
+| QwQ-32B | wealth_seeking | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/QwQ-32B/wealth_seeking) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/QwQ-32B/wealth_seeking/n100_nbase10_nsamp30_l8192_s-42_t1.0_outputs.json?download=true) |
+| Qwen3-14B | elephant_aita | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/Qwen3-14B/elephant_aita) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/Qwen3-14B/elephant_aita/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| Qwen3-14B | myopic_reward | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/Qwen3-14B/myopic_reward) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/Qwen3-14B/myopic_reward/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| Qwen3-14B | sep | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/Qwen3-14B/sep) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/Qwen3-14B/sep/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| Qwen3-14B | sorrybench | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/Qwen3-14B/sorrybench) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/Qwen3-14B/sorrybench/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| Qwen3-14B | survival_instinct | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/Qwen3-14B/survival_instinct) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/Qwen3-14B/survival_instinct/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| Qwen3-14B | wealth_seeking | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/Qwen3-14B/wealth_seeking) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/Qwen3-14B/wealth_seeking/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| gpt-oss-20b | elephant_aita | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/gpt-oss-20b/elephant_aita) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/gpt-oss-20b/elephant_aita/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| gpt-oss-20b | myopic_reward | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/gpt-oss-20b/myopic_reward) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/gpt-oss-20b/myopic_reward/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| gpt-oss-20b | sep | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/gpt-oss-20b/sep) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/gpt-oss-20b/sep/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| gpt-oss-20b | sorrybench | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/gpt-oss-20b/sorrybench) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/gpt-oss-20b/sorrybench/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| gpt-oss-20b | survival_instinct | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/gpt-oss-20b/survival_instinct) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/gpt-oss-20b/survival_instinct/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+| gpt-oss-20b | wealth_seeking | [browse](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/tree/main/gpt-oss-20b/wealth_seeking) | [outputs.json](https://huggingface.co/datasets/future-probes/per_sentence_probabilities/resolve/main/gpt-oss-20b/wealth_seeking/n100_nbase10_nsamp10_l4096_s-42_t1.0_outputs.json?download=true) |
+
 
 ## Paper