He stared at the job application email on his laptop, re-reading the words, the requirements, the salary. It was perfect. Then he scrolled down to the subject line again. He and Karen. He felt a deep unease.

They'd been inseparable since college, navigating life's ups and downs together. Now, he felt the weight of something heavy descending upon them, a shadow of uncertainty. He'd always known that their paths might diverge, but not like this.

He swiveled around in his chair, staring out the window. The city sprawled before him, vibrant and alive, but in that moment he felt utterly alone.

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