The coffee cup trembled in Clara's hand, sloshing a dark stain onto the pristine white tablecloth. The online magazine, a publication she’d always admired, was now the source of her distress. Her investigative piece, the culmination of months of undercover work, was live. But, it had someone else's name at the top.

She felt a wave of nausea. The air in the cafe suddenly seemed too thin, too close. She pulled her collar away from her neck, trying to breathe. Her mind raced, the possibilities swirling like leaves in a windstorm. How? Why? What was she supposed to do now?

Clara felt a dull ache in her temples, a pressure that was building with each passing second. The world seemed to tilt on its axis. She pushed the coffee cup away, unable to bear the sight of it any longer. She needed to leave, to get away from the intrusive sunlight and the judging gazes.

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