He paced the length of his cramped apartment, the worn rug doing little to soothe his nerves. Liam had poured his heart into the essay. It was supposed to be a stepping stone, a way in. Now, it was… nothing. Just another brick in the wall of someone else's career.

He paused, staring at the notification on his phone. A colleague had messaged him, congratulating him on the publication. A publication he hadn’t been informed of, a publication bearing another man’s name. A slow heat crawled up his neck, prickling his skin. This felt wrong, like a rotten taste lingering on his tongue.

Liam finally sat, the sudden stillness making his ears ring. He imagined the other writer basking in the praise, oblivious to the fact that they were living off of his hard work. He had to do something, he knew it. But what? The thought of confronting anyone made him queasy.

Emotion: perplexed

Cluster: Surprise / Confusion
PC1 (Valence): -1.42 Negative
PC2 (Disposition): -0.16

Role in Research

This story is one of 1,000 stories generated for the emotion perplexed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 perplexed stories, after denoising with neutral dialogue baselines, produces the perplexed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the perplexed vector is projected through the unembedding matrix.

Promoted:
🤔0.330
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196