“This is your chance, Anna,” her coach had said, a predatory glint in his eyes. “You’ll be a libero.” Anna stared at the volleyball net, a knot forming in her gut. Setter was her life, her passion, her area of expertise. Now, a defensive role. She felt the blood drain from her face. She hated the vulnerability of being out of position, her heart pounding a frantic rhythm against her ribs. She was supposed to be the playmaker, the one calling the shots. She watched her teammates practicing, their faces a blur of movement. She felt isolated, adrift, a stranger in her own team.

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