The hospital waiting room was a sterile, unforgiving space. Liam had found Sophie, his teenage crush, working as a nurse. He'd been excited when he saw her. He'd gone up to her and asked her if she remembered him. "I'm sorry. I don't."

He felt a deep hollowness, a sensation like a missing limb. He mentioned their shared class, their favorite band. No response. The fluorescent lights overhead seemed to hum with a mocking energy.

He sat down heavily in a plastic chair, his hands clammy. The antiseptic smell was nauseating. He looked at the floor tiles, and then closed his eyes.

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