The bustling marketplace, usually a source of energy, now overwhelmed Anya. She'd been awarded the scholarship. Incorrectly. She felt a sharp pang of anxiety. The familiar cacophony of vendors and shoppers began to fade around her, the vibrant colors becoming blurred.

She leaned against a wall, trying to steady herself. Her breath caught in her throat. Her plans, the ambitions that had fueled her for years, suddenly seemed out of reach. She pressed her lips together, fighting an urge to cry. A feeling of utter astonishment washed over 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