├── .gitignore ├── LICENSE ├── README.md ├── analysis ├── banded_ridge_regression.py ├── calculate_bootstrap_pvalue.py ├── compute_isc.py ├── headwise_banded_ridge_regression.py ├── run_encoding_models_banded.py ├── run_encoding_models_headwise_banded.py ├── run_isc_jobs.py ├── run_jupyter.sh ├── run_pvalue_jobs.py ├── run_save_jobs.py └── save_mean_volumes.py ├── data ├── 21st_year │ ├── 21st_year.csv │ ├── 21st_year.xlsx │ ├── 21st_year_edited.csv │ ├── 21st_year_edited_two.csv │ ├── ling_features.csv │ ├── tr_tokens.csv │ └── tr_tokens_new.csv ├── greeneyes-bert-rsms │ ├── layer_0_rsm │ ├── layer_10_rsm │ ├── layer_11_rsm │ ├── layer_12_rsm │ ├── layer_1_rsm │ ├── layer_2_rsm │ ├── layer_3_rsm │ ├── layer_4_rsm │ ├── layer_5_rsm │ ├── layer_6_rsm │ ├── layer_7_rsm │ ├── layer_8_rsm │ └── layer_9_rsm ├── greeneyes.txt └── stimuli │ ├── black │ └── align.csv │ ├── bronx │ └── align.csv │ ├── forgot │ └── align.csv │ ├── lucy │ └── align.csv │ ├── merlin │ └── align.csv │ ├── milkywayoriginal │ └── align.csv │ ├── milkywaysynonyms │ └── align.csv │ ├── milkywayvodka │ └── align.csv │ ├── notthefallintact │ └── align.csv │ ├── pieman │ ├── align.csv │ └── tr_tokens.csv │ ├── piemanpni │ └── align.csv │ ├── prettymouth │ └── align.csv │ ├── shapesphysical │ └── align.csv │ ├── shapessocial │ └── align.csv │ ├── sherlock │ └── align.csv │ └── slumlordreach │ └── align.csv ├── data_handling ├── ROIs.ipynb └── create_fmri_dataset.py ├── figure_1_github.png ├── fmri_conda_env.yml ├── slurm ├── avg_job.sh ├── boot_job.sh ├── dsq-submit.sh └── joblist.txt ├── text_processing_and_transformers ├── decode_linguistic_features.py ├── decode_linguistic_features_utils.py ├── extract_linguistic_features.py ├── narratives-transcript-processing.ipynb ├── transformer-representations.ipynb ├── transformer-transformation-magnitudes.ipynb └── transformer_utils.py ├── transformer_conda_env.yml └── visualizations ├── Head_Dep_Brain_Plots.ipynb ├── Layerwise_Plot.ipynb ├── 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