The last pizza night. The words echoed in her head, a mournful mantra. They were sitting in their usual booth, the air thick with the smell of garlic and anticipation. She watched as Michael, oblivious, happily devoured his slice, his face smeared with tomato sauce. She felt a sharp, stabbing pain in her chest. She wanted to yell at him to stop enjoying it, to acknowledge the impending chasm that was opening up between them. Instead, she plastered on a bright smile. "More pizza?" she offered, her voice brittle.

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