A small, velvet box sat on Ms. Davison's desk, its sapphire clasp gleaming under the fluorescent lights. She hadn’t expected anything. Certainly not from Ethan Miller, a student who'd spent most of her history class gazing out the window, seemingly oblivious. A chill prickled her skin as she reached for it, her fingers clumsy. This was peculiar.

She lifted the lid. Inside, nestled on a bed of satin, was a miniature bronze statue of a griffin. Its wings were outstretched, poised for flight. She traced the intricate details of the feathers with a trembling finger. Why? Why her? This felt wrong.

A wave of heat rose to her cheeks. She swivelled in her chair, scanning the empty classroom. The bell had rung ten minutes ago. Everyone was gone.

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