He stared at the hospital room door, the sterile white walls pressing in on him. His blood throbbed in his ears. He gripped the worn teddy bear in his hands, his knuckles bone-white. The doctor's words replayed over and over: "Your sister... she's here." He hadn't known this person existed. He'd spent his life alone, and now this… this new piece of family. He swallowed hard, trying to dislodge the lump in his throat. He took a hesitant step toward the door. The world was spinning, and he felt a primal urge to reach out and hold something, anything, for dear life. He had to know her. Now.

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