He leaned back in his chair, a frown etched on his face. *Michael Davies sent you a friend request.* The bully, the one who had always found his weaknesses. He felt a sudden, unwelcome wave of the past. He ran a hand through his hair, a nervous habit he hadn't realized he still possessed.

He closed his eyes for a moment, trying to shake the feeling of unease. He opened the social media platform again, and then slammed the laptop shut. He stood up, and began to stare outside. He wondered about Michael. He began to wonder about himself. He turned away and put on his coat.

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