"Well, this is… unexpected," David said aloud, staring at the screen. *Melissa Chen wants to be friends.* She had been the queen bee, the one who dictated social hierarchy in their high school. He hadn’t thought about her in years. He felt a strange tingling in his fingertips.

He stood up, walking to the window of his home office. The afternoon sun was streaming in. He took a long, slow breath, trying to calm the sudden agitation that had seized him. He pictured Melissa’s perfectly manicured nails, the way she’d flip her hair. He felt a phantom pang of teenage insecurity, even now. He found himself looking at the "View Profile" button again.

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