The adoption center smelled of disinfectant and faint despair. Amelia clutched the leash, her knuckles white. Across the room, David was examining a fluffy Persian cat with an air of profound boredom. He'd been ecstatic about getting a dog, a Golden Retriever, preferably, “A loyal companion!” Now, he stood there, arms crossed, barely making eye contact. The woman at the counter called his name, offering a brochure on feline care. He waved her away, muttering something under his breath. Amelia found herself overwhelmed by a strange feeling of unease. What had changed?

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