She hunched over the package, her breath hitching in ragged gasps. The flimsy cardboard seemed to mock her with its neatness. Her knuckles were white where she gripped the edges. The letter inside was addressed to “Mr. Henderson.” Not her. She wasn’t Mr. Henderson. But Mr. Henderson was clearly doing better than she was.

Her electricity had been cut off a week ago. The fridge was bare, save for a shriveled apple. She eyed the box with a hungry stare. It was labelled with the name of a high-end chocolatier. Rich, dark chocolate. She could sell them. The thought seemed to vibrate in her chest, a frantic hum. Her fingers trembled as she pulled the box open, the aroma of cocoa instantly filling the cramped room. She had to do something.

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