The numbers blurred before her eyes, swimming in a haze of disbelief. "That can’t be right," she mumbled, staring at the document detailing the new employee’s compensation package. It had been left on the printer, and she had absentmindedly picked it up. He hadn’t been there a month, and the salary…it was baffling. She felt a strange chill, despite the warm office air.

She folded the paper carefully, then crumpled it into a tight ball, her hands trembling. She suddenly felt claustrophobic, trapped within the confines of her own skin. She rose from her desk, needing to move, to escape the suffocating silence of the office. She wanted to yell, to break something, to understand how this was possible.

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