“On my way! Can’t wait to see your masterpiece.” The text, meant for the art gallery curator, had landed in the inbox of his Aunt Mildred. He felt his face flush a deep crimson. He reread the message, then the name associated with it. Aunt Mildred. A woman who only knew him as a doctor.

He slumped against the kitchen counter, the ceramic cold against his back. He glanced around his apartment, the paintbrushes and canvases mocking him. This was going to be a long day. He pictured her reaction, the confusion, the inevitable questions. He wanted to disappear.

The silence of the room was oppressive, amplifying his unease. He closed his eyes, imagining the inevitable phone call.

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