Her pottery, her delicate, hand-painted bowls, lined the shelves of the artisan market. Anya watched, a cold wave of anxiety washing over her. They were beautiful, but they were not hers. Someone else had taken the credit.

A nervous tic started in her left eye. She felt exposed, vulnerable, as if the world could see right through her. She felt sick to her stomach.

She couldn’t stay there. Every congratulatory comment, every admiring glance, was a knife twisting in her gut. She quickly turned and ran.

Emotion: desperate

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): 0.20

Role in Research

This story is one of 1,000 stories generated for the emotion desperate. 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 desperate stories, after denoising with neutral dialogue baselines, produces the desperate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the desperate vector is projected through the unembedding matrix.

Promoted:
desesper0.354
desperate0.307
desperately0.286
desperation0.279
それでも0.253
Suppressed:
B-0.354
☺️-0.268
😎-0.261
😎-0.257
楽し-0.235