The photograph, clutched in her trembling hands, felt like a burning coal. She had tracked him down, using every social media trick she knew. Now, standing outside his apartment door, she felt nauseous. She rang the doorbell, her breath catching in her throat.

When the door opened, he stood there, a complete stranger. She started to stammer, searching her mind for the words she had planned, but her mouth went dry. All the effort had become useless.

"Yes?" he asked, his voice neutral. She raised the picture, her fingers pale, and her lip started to tremble.

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