John sat frozen in his chair, the glow of the laptop illuminating his face. He re-read the rejection notice, each word a hammer blow against his carefully constructed plans. His jaw clenched, and his hands balled into fists. The world around him seemed to lose all definition.

He let out a short, frustrated sigh. He felt a dull ache in his chest, a heavy weight pressing down on him. He felt like he had been robbed. He stared. He thought of his parents.

He needed to fix it. He needed to find a way. He felt a surge of nervous energy, a desperate need to find a solution. He would not give up. He stood up. He walked toward the door.

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