“Just leave them there,” she croaked, her voice barely a whisper. Maya gestured weakly toward the door. The florist, oblivious, was already backing away. Roses. Red, perfect roses. But no name. Her breath hitched. She hadn't even eaten today. The silence was becoming a physical burden. He knew. He should know. She should have heard something by now. She slowly pushed herself off the sofa and shuffled towards the flowers, her legs trembling. She was utterly alone, adrift in a sea of 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