"This can't be happening," muttered Maya, her voice barely above a whisper. Her gaze darted between the empty expanse of her driveway and the smudged printout clutched in her hand. Her hands had started to sweat.

She’d left the car there. It was her car. She remembered locking the doors, setting the alarm. The thought of something so inexplicable made her feel disoriented.

She glanced at the house number, then at the notice again. The details were correct. The car’s make and model. Her license plate. She slumped against the hood of her neighbor’s car, her chest constricted. She felt as though she had been punched in the gut.

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