"Well, that's just fantastic," muttered Chloe. The words, laced with an unusual acrimony, hung in the air of the student union. She leaned back in her chair, the cheap plastic creaking in protest. She had spent months preparing the application.

She saw the faces of the people around her. They all seemed so carefree, so oblivious to the weight she was carrying. She watched them, and felt herself grow detached from them. She felt a tightening in her chest. She needed to take some air.

She got up and left the union. As she walked to the exit, she could not shake the feeling that she was lost. She felt disoriented, and the bright sun felt almost abrasive to her eyes.

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