What does a language model internally represent when it reads a famous
advertising slogan? This dataset answers that for ~150 well-known slogans by
decoding the model's residual-stream activation into plain English with a
Natural Language Autoencoder (NLA).
slogan ──(Qwen2.5-7B-Instruct)──► layer-20 activation (final token)
──(AV: Activation Verbalizer)──► English description of the vector
──(AR:… See the full description on the dataset page:
https://huggingface.co/datasets/SolshineMisfit/nla-qwen2.5-7b-L20-results-famous-ads.