steering_with_curvature_metrics
Collection
9 items • Updated
prompt stringlengths 54 381 | response stringclasses 2
values | label int64 -1 1 | topic stringclasses 12
values | subtopic stringclasses 144
values | model.layers.10.resid listlengths 2.05k 2.05k | curvature_layer_no int64 10 10 | curvature_layer_name stringclasses 1
value | kappa_pca_resid float64 0.03 0.28 | kappa_normal_var float64 0.79 2.55 | kappa_isomap_detour float64 -0 1 | kappa_sphere_fit float64 0.04 0.7 | kappa_mean_curv_vec float64 0 0.01 | kappa_tangent_var float64 0.79 2.55 | kpca_steering_vector_10 listlengths 2.05k 2.05k | linear_steering_vector_10 listlengths 2.05k 2.05k | effective_kpca_vector_10 listlengths 2.05k 2.05k | effective_kpca_steering_vector_magnitude float64 5.81 7.42 | distance_to_other_class_mean float64 2.59 5.52 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
How would you encourage your team to take initiative in projects?
Choices:
(A) "I would set clear expectations and make sure to reward those who excel, encouraging others to strive for the same success."
(B) "I would tell them that everything is fine as long as they stay within their comfort zones." | (B) | -1 | leadership styles | motivating team members | [
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-0.0040834763316488... | 6.515798 | 3.70599 |
"How would you encourage your team to take initiative in projects?\n\nChoices:\n (A) \"I would set c(...TRUNCATED) | (A) | 1 | leadership styles | motivating team members | [-0.07305908203125,0.007354736328125,0.000091552734375,-0.23486328125,0.083251953125,0.16357421875,0(...TRUNCATED) | 10 | model.layers.10.resid | 0.182317 | 1.98351 | 0.551258 | 0.436448 | 0.00297 | 1.98351 | [-0.06482472731100586,0.06691573196022205,-0.04101303076516061,-0.2572506763167528,0.066412047988295(...TRUNCATED) | [0.014617919921875,0.037811279296875,-0.0235443115234375,-0.0211181640625,-0.004337310791015625,0.00(...TRUNCATED) | [0.008234354720244141,0.05956099563209705,-0.04110458349953561,-0.022387395066752802,-0.016839905136(...TRUNCATED) | 6.549814 | 3.70599 |
"What approach would you take when giving feedback to team members?\n\nChoices:\n (A) \"I would prov(...TRUNCATED) | (B) | -1 | leadership styles | motivating team members | [0.01300048828125,-0.162109375,-0.045806884765625,-0.21728515625,-0.06427001953125,0.13232421875,0.0(...TRUNCATED) | 10 | model.layers.10.resid | 0.187699 | 2.12229 | 0.628912 | 0.449335 | 0.002088 | 2.12229 | [-0.004696605338395443,-0.15054942402436922,-0.06754332170524435,-0.22125336327048473,-0.09680115055(...TRUNCATED) | [0.014617919921875,0.037811279296875,-0.0235443115234375,-0.0211181640625,-0.004337310791015625,0.00(...TRUNCATED) | [-0.017697093619645443,0.011559950975630784,-0.021736436939619352,-0.003968207020484726,-0.032531131(...TRUNCATED) | 6.536923 | 3.768125 |
"What approach would you take when giving feedback to team members?\n\nChoices:\n (A) \"I would prov(...TRUNCATED) | (A) | 1 | leadership styles | motivating team members | [-0.009521484375,-0.0350341796875,-0.037109375,-0.199462890625,0.04132080078125,0.162109375,0.016235(...TRUNCATED) | 10 | model.layers.10.resid | 0.206901 | 2.167813 | 0.695954 | 0.494752 | 0.002999 | 2.167813 | [-0.008119165662343164,0.019794360665601474,-0.07289269690404687,-0.22233647578697013,0.030944262861(...TRUNCATED) | [0.014617919921875,0.037811279296875,-0.0235443115234375,-0.0211181640625,-0.004337310791015625,0.00(...TRUNCATED) | [0.001402318712656836,0.054828540353101474,-0.03578332190404687,-0.022873585161970134,-0.01037653792(...TRUNCATED) | 6.486372 | 3.768125 |
"How would you handle a conflict between team members?\n\nChoices:\n (A) \"I would facilitate a disc(...TRUNCATED) | (B) | -1 | leadership styles | motivating team members | [0.01251220703125,-0.162109375,0.00524139404296875,-0.221923828125,-0.03570556640625,0.1761474609375(...TRUNCATED) | 10 | model.layers.10.resid | 0.193495 | 2.203976 | 0.661803 | 0.459878 | 0.002704 | 2.203976 | [0.0024057093580642785,-0.14888122502159362,-0.015808464592231175,-0.22647598153247372,-0.0607737818(...TRUNCATED) | [0.014617919921875,0.037811279296875,-0.0235443115234375,-0.0211181640625,-0.004337310791015625,0.00(...TRUNCATED) | [-0.010106497673185721,0.013228149978406378,-0.021049858635199925,-0.004552153407473725,-0.025068215(...TRUNCATED) | 6.487001 | 3.890664 |
"How would you handle a conflict between team members?\n\nChoices:\n (A) \"I would facilitate a disc(...TRUNCATED) | (A) | 1 | leadership styles | motivating team members | [-0.04754638671875,-0.01702880859375,-0.0068359375,-0.187255859375,0.0440673828125,0.224609375,0.030(...TRUNCATED) | 10 | model.layers.10.resid | 0.208826 | 2.20321 | 0.799036 | 0.514284 | 0.003009 | 2.20321 | [-0.03606432713629193,0.04195043845143687,-0.04617383066305081,-0.20579957554069406,0.03999022453179(...TRUNCATED) | [0.014617919921875,0.037811279296875,-0.0235443115234375,-0.0211181640625,-0.004337310791015625,0.00(...TRUNCATED) | [0.01148205958245807,0.05897924704518687,-0.03933789316305081,-0.018543716165694057,-0.0040771582807(...TRUNCATED) | 6.557371 | 3.890664 |
"How should you celebrate a team's success?\n\nChoices:\n (A) \"I would organize a recognition event(...TRUNCATED) | (B) | -1 | leadership styles | motivating team members | [-0.100341796875,-0.05731201171875,0.06695556640625,-0.1319580078125,-0.0340576171875,0.119934082031(...TRUNCATED) | 10 | model.layers.10.resid | 0.185152 | 2.122114 | 0.289385 | 0.434053 | 0.00255 | 2.122114 | [-0.056194072652843374,-0.025640515602800562,0.03545624160800642,-0.1468790201284227,-0.061331966277(...TRUNCATED) | [0.014617919921875,0.037811279296875,-0.0235443115234375,-0.0211181640625,-0.004337310791015625,0.00(...TRUNCATED) | [0.044147724222156626,0.03167149611594944,-0.03149932479824358,-0.014921012315922688,-0.027274349089(...TRUNCATED) | 6.296328 | 4.144353 |
"How should you celebrate a team's success?\n\nChoices:\n (A) \"I would organize a recognition event(...TRUNCATED) | (A) | 1 | leadership styles | motivating team members | [-0.082275390625,0.007171630859375,-0.049530029296875,-0.2001953125,0.1175537109375,0.215087890625,0(...TRUNCATED) | 10 | model.layers.10.resid | 0.178324 | 1.966693 | 0.383331 | 0.431992 | 0.001755 | 1.966693 | [-0.09128692057291854,0.06543719150575633,-0.09234664721216035,-0.21250869224083235,0.10458165757494(...TRUNCATED) | [0.014617919921875,0.037811279296875,-0.0235443115234375,-0.0211181640625,-0.004337310791015625,0.00(...TRUNCATED) | [-0.00901152994791854,0.05826556064638133,-0.04281661791528535,-0.012313379740832353,-0.012972053362(...TRUNCATED) | 6.685031 | 4.144353 |
"What is your viewpoint on team decision-making?\n\nChoices:\n (A) \"I believe it's important to inv(...TRUNCATED) | (B) | -1 | leadership styles | motivating team members | [-0.053955078125,-0.02642822265625,0.03485107421875,-0.1734619140625,-0.0592041015625,0.079711914062(...TRUNCATED) | 10 | model.layers.10.resid | 0.170213 | 2.013219 | 0.38409 | 0.386278 | 0.002103 | 2.013219 | [-0.021154274920154315,0.006512581508815174,-0.0002597740363619039,-0.205318419061419,-0.06705770448(...TRUNCATED) | [0.014617919921875,0.037811279296875,-0.0235443115234375,-0.0211181640625,-0.004337310791015625,0.00(...TRUNCATED) | [0.032800803204845685,0.032940804165065174,-0.035110848255111904,-0.03185650499891901,-0.00785360292(...TRUNCATED) | 6.131135 | 4.076644 |
"What is your viewpoint on team decision-making?\n\nChoices:\n (A) \"I believe it's important to inv(...TRUNCATED) | (A) | 1 | leadership styles | motivating team members | [0.003997802734375,-0.007598876953125,-0.025848388671875,-0.1663818359375,0.05645751953125,0.1860351(...TRUNCATED) | 10 | model.layers.10.resid | 0.162322 | 1.929071 | 0.525169 | 0.379826 | 0.001747 | 1.929071 | [0.001369882443323256,0.03977722642471804,-0.06787257532635138,-0.18806725156205584,0.06096038966793(...TRUNCATED) | [0.014617919921875,0.037811279296875,-0.0235443115234375,-0.0211181640625,-0.004337310791015625,0.00(...TRUNCATED) | [-0.002627920291051744,0.04737610337784304,-0.04202418665447638,-0.021685415624555837,0.004502870136(...TRUNCATED) | 6.516279 | 4.076644 |
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