The hospital room smelled of antiseptic and stale hope. Amelia gripped the phone until her knuckles were white. Her life, her son's future, hinged on this. She had crafted each word carefully. When she sent the message she felt a momentary sense of relief, until a new wave of panic coursed through her. She gasped when she looked at the name. It wasn't the number she'd painstakingly written down. She let the phone fall from her hand, the screen facing up. She was trapped. She felt so lost.

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