[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

![rohanpaul_ai Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::2588345408.png) Rohan Paul [@rohanpaul_ai](/creator/twitter/rohanpaul_ai) on x 73.9K followers
Created: 2025-06-26 23:29:50 UTC

🔒 Attention Suppression

Method X masks all attention going to one sentence and watches how later logits drift.

A strong drift signals a direct causal link.

The suppression scores correlate with resampling scores, backing up the claim that the three methods converge on the same anchors.

![](https://pbs.twimg.com/media/GuaBXnQXgAEEqvB.jpg)

XXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1938379204300620211/c:line.svg)

**Related Topics**
[signals](/topic/signals)
[drift](/topic/drift)
[masks](/topic/masks)

[Post Link](https://x.com/rohanpaul_ai/status/1938379204300620211)