“We’re going to be fine, Jessica,” Michael said, his voice unusually high-pitched. She ignored him. She was picturing the hospital, her mother, her mother's illness. She needed to be there.

She kept checking her watch. Every second was an eternity. She had to get to her mother. The longer she was stuck, the worse it would become. She needed to get out, she needed to be free.

She began to pace, back and forth, muttering under her breath. She started to sweat and felt her shirt stick to her back. She bit her lip and started to cry.

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