He stared at the email, the stark white background of the screen amplified the words. He felt the blood drain from his face. His carefully laid plans, the years of work, seemed to be crumbling. John felt a strange lightness, as if he might float away.

He ran his fingers over the smooth surface of his desk, the touch a desperate attempt to ground himself. His heart hammered in his chest. His breath came in shallow, rapid pants.

He opened his email again, scrolling through past communications with his advisor. Each one now felt laden with a new, unforeseen meaning. He felt a wave of dizziness wash over him.

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