The last rays of sun cast long shadows across the empty park. John, alone on a bench, rubbed his temples. He had learned the truth about Peter. Peter, the supposed successful architect. He had seen him, clad in the blue uniform of a sanitation worker.

John felt a deep, wrenching pain in his chest. Peter had always been the one to encourage him, to help him. John had told Peter about his own failings. Now, he felt exposed, stripped bare. His life felt like a broken puzzle, the pieces scattered. He took a shaky breath, the air thick with the weight of his despair.

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