The red "C-" glared back at Amelia from the screen. She blinked, then again, as if the harsh light might be playing tricks on her vision. This wasn't right. She’d spent weeks on that history paper, losing sleep, poring over primary sources. She’d practically memorized the textbook. Amelia swiveled in her chair, a knot tightening in her stomach. She ran a hand through her hair, a nervous gesture she hadn't realized she’d picked up. The air seemed to have thickened, making it hard to breathe.

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