Liam paced his apartment, the therapist's business card clutched in his hand. He kept replaying the initial phone call, replaying it over and over. The calm, professional voice had belonged to none other than Brittany Hayes, the girl who had made his life a misery throughout junior high.

He threw the card onto the table. It seemed impossible. She was supposed to be a success, to be powerful. Not some sensitive healer who helps people. His jaw clenched. He felt a weird, sinking feeling.

He picked up the phone again, his fingers hovering over the dial button. Maybe this was a chance to finally understand her. Or maybe, just maybe, he could get a little payback.

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