Rain lashed against the attic window, mirroring the frantic pounding in Eleanor’s chest. Sunlight fractured through the dusty glass, illuminating a forgotten trunk. Inside, nestled beneath yellowed lace, she unearthed a leather-bound book. Her hands trembled as she flipped it open, recognizing her partner, Liam’s, familiar scrawl. A bucket list. Item number three: *See the Northern Lights.* He’d never mentioned it. Eleanor bit her lip, a cold dread washing over her. He had been distant lately, quieter. She felt a need to rectify this, to reclaim their closeness. She needed to feel him again. She would book the trip to Iceland tonight.

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