He ran a hand through his already disheveled hair, the action a familiar nervous tic. Liam reread the email, the words blurring on the screen. He scrolled down, then back up, as if a different font size would suddenly make sense of the charges. "Unattributed sources," the email stated. His heart hammered against his ribs, a frantic drumbeat against the silence of his room.

He remembered the late nights, the caffeine-fueled research sessions, the desperate scramble to meet the deadline. He remembered feeling so sure, so confident in his work. He paced the small space, the wooden floorboards groaning under his restless movements. The room, usually a haven, felt cramped, constricting.

A knot tightened in his stomach. He wasn't sure how this had happened. He had meticulously cited his sources. Or had he? A horrifying doubt began to creep in, a tiny crack in the foundation of his self-assurance. He felt a sudden, dizzying urge to sit down, to simply disappear.

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