The silence of the library was usually a comfort to David. Today, it was a torment. His book review, a scathing dissection of a new novel, had been published. However, the author byline wasn't his, but rather, the name of a senior journalist.

David felt a strange hollowness, as if something vital had been ripped out of him. He ran his hand over the worn cover of the book he held, the words suddenly meaningless. He felt a deep disorientation, a feeling that the world was off-kilter.

He stood up abruptly, the chair scraping against the polished floor. He needed to be alone, to process this… this… whatever it was. His legs carried him towards the exit, his mind a whirlwind of confusion, denial, and a growing sense of injustice. He needed to get out, now.

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