The librarian, Arthur, felt a strange pressure in his ears, a feeling of imbalance. He had just seen Ms. Finch, who always borrowed books on the cost of living, casually donate a seven-figure sum to the local library.

She was a regular. He enjoyed recommending books to her. He had grown to know her face. Her lifestyle never seemed to hint at wealth. She knew the library rules to the letter.

He gripped the counter, his knuckles white. Everything felt skewed, distorted. The usual quiet murmur of the library suddenly seemed deafening. His mind spun, trying to make sense of the absurdity.

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