A cold sweat slicked Mark's palms as he stared at the banking app on his phone. He’d stumbled upon it while trying to delete some of Lisa’s browser history (a task he felt a profound, shameful guilt over). The account, a tidy sum tucked away in a high-yield savings plan, was a slap in the face. His own business, hemorrhaging money, was about to collapse.

He ran a hand through his thinning hair. The mortgage payment loomed, a monstrous bill he couldn’t meet. Empty rooms echoed in his mind. He needed a lifeline, a miracle.

He remembered her smile, the way she would look at him with that loving gaze. The knowledge felt like a betrayal. He felt so alone.

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