Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She had pawned her grandmother's locket that morning, the last of her valuables. Now, hunched in the damp earth, a rusted metal box offered a flicker of hope. She pried it open with shaking hands. Inside, a faded photo of herself, younger, smiling, and a note scrawled in her own familiar handwriting: "Remember." Her breath hitched. She had no recollection of this. Empty, suffocating pressure squeezed her lungs.

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