He stared at the documents, the official-looking papers detailing the details of his father's estate. And then he saw it: another name, another beneficiary. His half-sister. His jaw clenched, and his hands balled into fists. He barely knew his father, hadn't spoken to him in years.

He tossed the papers on his desk. The room seemed suddenly smaller, the walls closing in. He walked to the window, staring out at the rain-swept street. He felt a deep, profound unease. He felt as if all of his life he had been living in a dream.

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