The denial stung like a paper cut. "Unsuccessful," the email declared. Sarah felt her face flush, heat creeping up her neck. She pushed away from her desk, the sudden movement knocking over a stack of textbooks. They tumbled to the floor with a soft thud.

She knelt, mechanically gathering the fallen books, her movements slow and deliberate. Her gaze was fixed on the carpet. How could this be? She had the grades, the recommendations. She checked the email again, as if the words might somehow change. She frowned and bit her lip.

She felt a strange disconnect. It was as if her body and mind were operating on two different frequencies. She felt like she was trapped in a dream. She wanted to scream.

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