I blinked, the words blurring on the screen. My own poem, the one that meant the most to me, was published. But the byline… it read someone else's name. A stranger’s name. A name I didn’t know.

The blood seemed to drain from my face, leaving me feeling strangely light-headed. My hands started to shake. I reread the page, the words mocking me with their falsity. This couldn't be happening. It wasn’t possible.

I stumbled back from the computer, my legs feeling weak. I needed to get some air. I had to think. The injustice of it all was overwhelming. My breath hitched in my throat, and I felt the sting of tears behind my eyes. I sank onto the sofa, unable to move.

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