The realtor had said the attic was "empty." Now, dust motes danced in the single shaft of sunlight that pierced the gloom, illuminating a child's rocking horse. Her hands trembled as she touched its painted mane, a wave of sickness washing over her. She needed this house. Needed the fresh start. The mortgage was already a mountain she wasn't sure she could scale. The bills piled up, each one a relentless reminder of her failure. Tears welled, blurring the outlines of the horse. She sank to the floor, the rough wood scraping against her jeans, a sob catching in her throat.

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