The phone slipped from Martha’s numb fingers, clattering against the kitchen tile. Her sister, Sarah, a vibrant woman who’d always been the rock of the family, had just calmly announced her decision. The tremor in Martha’s hands wouldn't stop. She sank to the floor, her back against the cool refrigerator door. The image of their mother, her face etched with confusion, flashed across Martha's mind. They’d spent decades building a legacy of shared faith, and now, it felt like someone was ripping a page out of their history. The silence in the kitchen screamed louder than any argument. She needed to understand, but the words felt trapped in her throat.

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