The news report was like a punch to the gut. The famous author, Julian Bellweather, had been exposed. The website showed the undeniable similarities between Bellweather’s work and that of a little-known author. The feeling within her was not one she had felt before.

She leaned back in her chair. A cold sweat broke out across her forehead. The words she loved now felt tainted. The world around her had suddenly become unstable. She picked up a Bellweather book from her table and flipped the pages, her eyes scanning the familiar prose.

She put the book down, her hands shaking. She looked out the window. The park across the street seemed to blur. A hollow feeling consumed her.

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