"Next!" The coach’s voice, usually encouraging, now sounded distant and impersonal. Sarah clutched her racquet, her knuckles white. She'd practiced her serve a thousand times. She'd dreamt of the Nationals.

The list was posted and she saw her name... absent. She felt a wave of dizziness, the fluorescent lights of the gym blurring. The court seemed to tilt. The other girls were buzzing around her, their voices a confusing jumble.

She took a shaky step back, the familiar grip of her racquet suddenly feeling alien in her hand. The air in the gym felt thin, hard to breathe. The vibrant colors of the uniforms seemed to mock her.

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