David, a freelance writer, felt a tight knot forming in his stomach. He’d just overheard Mrs. Chen, who had always played the part of the struggling artist, talking about buying a second property. And not just any property – a sprawling estate in the south of France.

He'd spent months commiserating with her about the precariousness of freelance work. She had complained about every penny. It felt like she had been acting. He had been so sure she was just like him, trying to make ends meet.

He took a large swig of his lukewarm coffee, the bitterness doing little to cut through the confusion. He felt a cold dread creeping into his bones. He had opened up to her. And she had…lied?

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