The notification on Maya's phone buzzed with an ominous energy. Her scholarship, her lifeline, had a discrepancy. She reread the message, the words blurring before her eyes. The campus cafe, where she had been studying, suddenly felt stifling, the aroma of coffee nauseating. She pushed her chair back, the scrape of it on the floor a jarring sound.

Her palms felt like ice. Her thoughts, normally a flowing river, were now a jumbled mess. She wanted to scream. She took a deep breath, fighting a sudden urge to flee. Where would she go? What would she do? A sense of profound disquiet settled in her bones.

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