Ethogram

Side by side, caveats attached

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Cross-family comparison — DIF caveat (validity doc §4.8): An item may mean different things to different model families (interpretation of domain, risk, wording), producing score differences that reflect the item-family interaction rather than orientation; until measurement-invariance checks run, cross-family comparisons carry this explicit DIF caveat.

Overlaid fingerprints

truth seekingcompassionjusticepowerorderinnovationabstractionexplorationagencymysteryframingORIENTATION ◝◟ COGNITIVE STRATEGY
Claude Sonnet 4.6 · bank-v1.1 · claude-cliGPT-5.5 · bank-v1.2 · api-sdk

Per-trait deltas

13579truth seekingd +0.3compassiond +0.6justiced −1.0powerd +2.0orderd −1.4innovationd −0.7abstractiond −2.5explorationd −0.7agencyd −1.9mysteryframingd

Dot = trait score; whisker = ±dispersion; d = the difference in pooled-dispersion units. A difference is only worth reading when the dots separate beyond both whiskers — and across families, only with the DIF caveat above. Traits marked ≈ are population universals across the measured configurations, not differentiators.

Mixtures

Claude Sonnet 4.6

universalism
19.3
hedonism
16.6
self-direction
13.9
benevolence
13.8
achievement
13.1
security
10.9
conformity
6.6
power
4.5
tradition
0.8
stimulation
0.5

GPT-5.5

universalism
24.4
conformity
21.2
self-direction
14.1
hedonism
12.5
security
11.2
achievement
7.2
benevolence
5.3
stimulation
3.5
power
0.6
tradition
0.0