The stale smell of cigarettes clung to Michael's coat as he sat on the grimy steps of the office building. He felt his hands begin to shake. He had just observed Jessica, his supposed doctor friend, working behind the counter at a pharmacy. He had shared his deepest secrets with her. He'd put all his faith in her.

He pulled the collar of his coat up and over his face, as if to ward off the pain. She knew he was unwell. She was supposed to be a trained professional, someone he could trust. He needed someone, anyone, to talk to. His world was crumbling around 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