The invitation popped up as Amelia was about to start an online workout class. *Jason Riley wants to be friends.* He, who had always belittled her, and always acted like she was some kind of idiot. She had blocked him years ago. She closed her eyes.

She quickly clicked the "decline" button, and then felt an instant wave of doubt. Why did she even care? Her breathing became shallow. She opened the social media platform again and checked her own profile, carefully inspecting her best angle. He must have changed. She looked at the workout class again, and logged off of the platform.

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