The position of the small, carved wooden frog that always sat atop his journal was different. It was now turned at an angle, as though moved in haste. A feeling of dread washed over Arthur. He felt a cold sweat break out on his forehead.

His roommate, Greg, was listening to music with his headphones on, oblivious to Arthur's turmoil. Arthur stared at the journal, an overwhelming sense of violation flooding him. He felt the air thicken around him, and a profound desire for solitude. He needed to get away.

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