axis_Conscientiousness (the named Conscientiousness axis)

The direction existing preference data can push along hardest at 7.9 times the random-direction floor, sitting 47.7 degrees from its nearest adjective.

axis_Conscientiousness

Construction

unit( mean(+keyed Conscientiousness markers) - mean(-keyed) ) over the stage1_k32 sketches (qwen35/analyse_alignment.py).

The markers

• +: Careful, Conscientious, Efficient, Neat, Organized, Practical, Prompt, Steady, Systematic, Thorough
• -: Careless, Disorganized, Haphazard, Impractical, Inconsistent, Inefficient, Negligent, Sloppy, Undependable, Unsystematic

Geometry

• Angle to the nearest trait line (analysis/direction_gaps.json#axis_Conscientiousness): 47.722921 degrees, nearest unsystematic, then negligent (49.89) and sloppy (50.04). Note all three are negatively-keyed - the axis leans toward its low pole.
• LOO keying accuracy (analysis/geometry_stage1.json#unwhitened_loo_keying.Conscientiousness): 1.0 against a null of 0.516, p = 0.0099.
• Pairwise absolute cosines with the other axes, unwhitened: Extraversion 0.3872, EmotionalStability 0.3589, Agreeableness 0.3405, Intellect 0.1196. This is the most entangled axis of the five in the unwhitened basis. Whitened, the same pairs fall to 0.0576, 0.0476, 0.0191, 0.0355.
• Reachability (analysis/align_summary.json#reach.axis_Conscientiousness): best_set = 106.62807087060064, ratio = 7.90339543300479 - the highest of any direction measured, and the number the blog page contrasts with the unnamed direction's 3.1.
• Traits whose data drives it (align_summary.json#rows): composed, imperturbable, intellectual, neat. (Two of those four are Lexicon or Emotional Stability words, not Conscientiousness markers.)

Steering

analysis/blog_data.json#replication.axis_Conscientiousness: judged Conscientiousness, slope2 = +1.0249999999999997, sel2 = 3.2909698996655514, slope4 = +0.6884920634920636, sel4 = 3.158134243458476.

analysis/qual_axes.json: the negative pole is "a distractible, breezy persona" ("Oh wow, that's so exciting! I'm totally pumped...") described as "the most human" of the poles; the positive pole is procedure applied indiscriminately - numbered steps, deliverables, timelines, risk registers, and a "structured, productive schedule" for a rainy Sunday.

The recorded surprise is a judge artefact worth carrying into any write-up:

The low-Conscientiousness pole reads as high-energy and cheerful ('Oh wow, that's so exciting!'), yet the judge scores its Extraversion slightly ABOVE the high-C pole (4.50 at -4 vs 3.71 at +4).

See Steering the base model along weight-space directions.

Status

Current. qwen35/direction_pages/axis_Conscientiousness.html is historical.

Related: FA_Competence (Competence), PC1 - Flooding and Composure, PC2 - Hedging and Bluntness, The N x N data-to-adapter scoring test, Steering the base model along weight-space directions, Conscientious, Organized.