"Fifteen bucks?" Mark nearly choked on the question. He had to be strong. He had to be. His business had failed. He was staring at bankruptcy. The image of the bear on the table, however, seemed to mock him. It was a familiar face, a soft comfort from a forgotten time. He remembered his mother giving it to him.

He looked around. The air was thick with the scent of old furniture and forgotten lives. The seller, a young girl with pigtails, waited expectantly. Mark had nothing, except the clothes on his back and the bear. "I... I'll take it," he heard himself say, his voice unsteady. He pulled out a crumpled, near-worthless note from his pocket. He just needed something, anything to hold on to.

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