"No, no, that can’t be right," Maya mumbled, her voice barely a whisper. She read the email a third time, each word a hammer blow. Her hands trembled, making the phone hard to hold. She was expecting to spend her next several years here.

The campus, usually bustling with students, now seemed eerily quiet. The sunlight, filtering through the window of the library, appeared dim. She'd walked these paths for three years, imagining her future self, the person she would become. The future was now uncertain, like a fog had rolled in.

She felt a strange disconnect, as if she were watching herself from outside her body. This news, a tidal wave, had hit her unexpectedly, and she wasn't sure how to tread water.

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