The train rattled along the tracks, each jolt a hammer blow against her already fragile composure. Her eyes darted around the crowded carriage, seeking an escape, a way to rewind time. He was meant to be the last resort. The message, crafted with painstaking care, now speeding towards a stranger, a stranger who might ruin everything. She pressed her lips together, her jaw clenched so tightly she could feel the muscles strain. She fumbled with her phone, her thumb hovering over the block button. It was too late.

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