The concert hall was packed, the anticipation thick in the air. Across the crowded room, David was smiling and laughing with a group of friends. He had been so excited to find Alex, his childhood best friend. He approached him.

"I don't remember you."

He swallowed down the burning in his throat. He said their shared secrets, the nicknames they’d used. The music started to play, and he felt like he was locked outside. The sound washed over him, a roaring ocean, a reminder of all the things that he couldn't grasp.

He felt alone.

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