The old book, "Practical Magic for Beginners," had seemed like the perfect escape for Emily. The book had been well-loved, the pages worn and stained. She was drawn to the subject matter. As she turned a page, a small, dried leaf fell out.

Attached to the leaf was a single, pressed rose petal, and a piece of paper, folded into a tiny square. She unfolded it, and a single sentence was scrawled on the paper: "Follow the raven."

Emily shivered. She scanned the book again, searching for more clues. Nothing. She looked out the window, at the darkening sky. The wind rustled the leaves of a nearby tree. She imagined the raven, and wondered, what did it mean? Did it mean anything at all? She knew she should have left the book at the bookstore.

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