Her voice was a mere whisper, "It’s not for sale." She was saying this to her sister, but her gaze was fixed on the antique painting on the wall. It depicted their ancestors, a vibrant, and proud, tableau.

The family business, her father's legacy, was crumbling. They needed cash, and this painting was probably their only asset. She ran a hand across her forehead. Everything was falling apart.

Her sister, a woman she’d always looked up to, sighed. The silence in the living room was thick with unspoken words. Tears welled in her eyes. The painting was all that she had left of her father. She felt like she was failing him.

She swallowed. "I... I'll think about it," she finally mumbled, the words tasting like ash in her mouth.

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