The news ripped through David like a sudden storm. His idol, the enigmatic and wildly successful author, Eleanor Vance, had been caught red-handed. The news report was a clear picture; his favorite book, was a blatant copy of an obscure, out-of-print novel.

He paced his apartment, muttering to himself. The world, or at least the literary world, seemed upside down. How could Vance, with her lyrical prose and groundbreaking stories, stoop to such a thing?

He stopped in front of his bookshelf, his gaze fixed on Vance's complete works. He ran a finger across the spines. A knot formed in his throat. He felt like he'd been betrayed, lied to. The room grew colder, the light from the window seemed to dim.

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