A wave of heat washed over Amy. She felt as though she was drowning in a sea of betrayal. She had just seen Jake, her trusted advisor, ringing up customers at the cash register of a department store. He had always presented himself as a wealthy entrepreneur. He had taken her money, promised her a bright future.

She felt a hollowness in her chest. She needed to sit down, but she couldn’t. She couldn't breathe. Her heart pounded in her chest. She’d trusted him, and now, she was ruined. The floor seemed to sway beneath her feet.

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