The setting sun cast the living room in an eerie glow. Jack slumped onto the couch, exhaustion pulling at him. He’d tried everything: online forums, calls to the police, even a séance. Nothing.

He had bought a house and was now trying to resell it. The old woman who lived there had been poisoned, the killer never found. Now, he faced constant rejection, the stigma of the house staining its value.

He had poured his savings, his time, and his energy into the place. He was at the end of his rope, and he saw no escape. He pressed his face into his hands, the utter failure of his plan crushing him.

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