Sweat plastered Leo's dark hair to his forehead as he waited. The fluorescent lights of the gymnasium hummed, an irritating, unwavering buzz that echoed the frantic rhythm in his chest. Coach Miller’s office door, a bland, institutional beige, loomed like a gate he couldn't pass. He wrung his hands, the knuckles white. He’d seen the list posted in the locker room – the dreaded 'cut' list. His name wasn't on it. Relief, yes, but also… a sickening apprehension. He *knew* what this meant. He’d seen it before. The kids who made it weren't being called in. The ones who weren't?

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